2018 Speaker Biographies

Ed AddisonCloud PharmaceuticalsAI in Pharma
Ed Addison
Ed Addison co-founded Cloud Pharmaceuticals in 2009. Addison is a serial entrepreneur who founded three previous ventures, two of which successfully merged with public companies. He has a unique and strong blend of in-depth business and technical experience in biotechnology and in information technology. Addison holds an MS in Biomedical Engineering from Johns Hopkins University and MBA from Duke University Fuqua School of Business, including a diploma in Duke’s Health Sector Management Program.
From 2000-2009, Addison focused on a series of ventures in the pharmaceutical and life sciences space. These included start-ups in the life sciences market, including BioFortis, a LIMS venture in Baltimore, and Inclinix, a CRO in Wilmington, NC, and TeraDisc, the predecessor of Cloud Pharmaceuticals, where he was named "Coastal Entrepreneur of the Year" in 2009. Addison has been working in drug discovery and development for over 12 years. As a life sciences business development professional, he has negotiated numerous licenses for therapeutics and technology. He spent the early part of his career in information technology.
Addison has been an adjunct professor for over 25 years. Previously he taught at Johns Hopkins University where he developed courses in bioinformatics and entrepreneurship. He was the co-founder and program director of the online MS degree in Bioinformatics for Johns Hopkins University's Whiting School. Addison received prior awards for entrepreneurship including "Entrepreneur of the Year" in 1994 by the Information Industry Association, and #51 on the National Fast 500, and Coastal Entrepreneur of the Year in 2009. He is the author of a book called Leveraging the Horizon about seed-stage technology ventures.
Seth AdlerAI & Intelligent Automation NetworkPlenary Tuesday
Editor in Chief
Seth Adler is the Editor-in-Chief of the AI & Intelligent Automation Network. As a host, moderator, producer and unlicensed anthropologist, Seth has a dynamic background including 20 years of international event, podcast, video and text production. Cultural significance is a focus for Seth, as he at one time was responsible for bringing the former greatest show on earth- Ringling Bros. and Barnum & Bailey to town. At another time he produced music showcases at the historic, now closed CBGB. He’s currently focused on the societally significant industries of legal cannabis and artificial intelligence.
Slava Akmaev, PhDBERG LLCAI in Pharma
Senior VP & Chief Analytics Officer
Slava Akmaev, PhD, is the SVP and Chief Analytics Officer at BERG. He heads the BERG Analytics business division and is the chief architect of Bayesian Artificial Intelligence software, bAIcis®. Dr. Akmaev is an avid advocate for data driven research and promotes wider utility of advanced mathematical modeling techniques in pharmaceutical and clinical research. Dr. Akmaev has published numerous peer-reviewed manuscripts in genomics, systems biology, biochemistry and human genetics.
Navid AlipourAnalytics VenturesAI in Healthcare
Navid Alipour
Co-Founder and Managing Partner
Navid Alipour is Co-founder and managing partner at Analytics Ventures, a global venture studio providing end to end infrastructure to ideate, plan, form, launch, fund and validate brand new ventures in Artificial Intelligence. Navid has co-founded and invested in multiple AI based companies including CureMetrix and CureMatch. He looks to identify top tier scientists, academics or corporate partners, and then to work with them to turn their R&D into viable businesses. Navid serves on the board of Tech San Diego, helping develop San Diego's now thriving eco-system. He also serves on the boards of CureMetrix, AV Lab, Kazuhm, AlphaTrAI & AdTheos. He has been a panelist, judge, speaker or moderator at forums such as UCSD, USD, SDSU, CyberHive, HeraHub, MIT Forum, RSNA, U.S. News STEM Conference, and CONNECT. Navid holds a BA from UC San Diego, and a JD/MBA from the University of San Diego.
Heather Ames Versace, PhDNeuralaEmerging Technologies and the Future of AI
Heather Ames Versace, PhD
COO and Co-Founder
Dr. Heather Ames Versace is Neurala’s co-founder and Chief Operating Officer. As COO, she contributes diverse executive skills ranging from oversight of multi-million dollar applied research initiatives, strategic planning, product management, and leading translation of research into commercial products. Heather has spoken at TechCrunch and Forrester and was honored at the Google headquarters as being one of the Top 10 Women in Cloud emerging technology. Heather has served as the Executive Director of the NSF-sponsored CELEST Science of Learning Center at Boston University. She holds a PhD in Cognitive and Neural Systems from Boston University and a BS in Cognitive Neuroscience from the University of California at Berkeley, making her one of the few C-level executives in artificial intelligence with a technical degree.
Katherine Andriole, PhDHarvard Medical SchoolAI in Healthcare
Katherine Andriole, PhD
Director of Research Strategy and Operations, MGH & BWH Center for Clinical Data Science; Associate Professor of Radiology
Dr. Andriole is an Associate Professor of Radiology at Harvard Medical School, Brigham and Women’s Hospital, and was recently named the Director of Research Strategy and Operations at the MGH & BWH Center for Clinical Data Science (CCDS) (www.ccds.io). She studied Biomedical Engineering, and Electrical Engineering and Medicine at Duke University and Yale University, respectively, and did postdoctoral fellowships at the University of California at Los Angeles, and the University of California at San Francisco (UCSF) Departments of Radiology. At UCSF, Dr. Andriole was instrumental in designing, building and implementing picture archiving and communication systems (PACS) before they became commercial entities. Her research has involved technical as well as clinically-relevant developments in medical informatics, PACS, digital radiography, image processing and analysis, business analytics, and machine learning. Dr. Andriole has developed and taught several formal courses, directed fellowships in biomedical imaging and informatics, and mentored more than 70 trainees. She has served in multiple leadership roles for the Society of Imaging Informatics in Medicine (SIIM), currently serves on the Radiological Society of North America (RSNA) Radiology Informatics Committee and the RSNA Machine Learning Steering Committee, and is the Senior Scientist for Education at the American College of Radiology (ACR) Data Science Institute. She is an Associate Editor of the Journal of Digital Imaging and the Journal of Medical Imaging. Dr. Andriole has been elected a member of the Academy of Harvard Medical School, inducted into the College of SIIM Fellows, and named Second Vice President of the RSNA.
Yindalon Aphinyanaphongs, PhDNYU Langone Medical CenterPlenary Tuesday
Assistant Professor
Yindalon Aphinyanaphongs, MD, PhD is an MD/ PhD in the Center for Healthcare Innovation and Delivery Science at NYU Langone Medical Center. Academically he is an assistant professor and his lab focuses on novel applications of machine learning to clinical problems and research and infrastructure regarding model deployment and maintenance. He is also the Director of the Clinical Informatics Training program and helps to design curriculum for training of our students to meet the needs of future employers. Operationally, he is the Director of Clinical Predictive Analytics and the Director of the Clinical Translational Data Science. In this role, he leads a Predictive Analytics Unit that builds, evaluates, benchmarks, and deploys predictive algorithms into the clinical enterprise from his lab, the published literature, and industry.
Steve ArdireAI Startup AdvisorCognitive Computing
Steve Ardire
AI Startup Advisor & ‘Merchant of Light’
Steve Ardire is an Advisor to AI startups (50 software startups over 20 years) in business strategy, funding, go-to-market, customer/partner engagement shaping serendipity to connect and illuminate the dots that matter (aka ‘Merchant of Light”) with clarity, conviction, passion to drive business model to success. Steve is an active speaker at AI events, does podcasts, webinars, interviews, presentations.
Dave ArnetteNetAppAI in Pharma
Senior Solution Architect
David Arnette is a Sr. Solution Architect focused on Netapp solutions for AI and ML workloads. He has published numerous reference architectures for enterprise applications on the FlexPod converged infrastructure and has over 18 years’ experience designing and implementing datacenter storage and infrastructure solutions.
Sandy AronsonPartners HealthCare Personalized MedicineAI in Healthcare
Sandy Aronson
Executive Director of IT
Sandy Aronson is the Executive Director of IT for Partners HealthCare Personalized Medicine. His team develops IT infrastructure required to support the evolution and practice of genetic based personalized medicine in both patient facing and laboratory settings. The system ecosystem the team maintains enables a real time continuous learning process. These processes allows laboratories to harnesses their clinical testing flows to advance knowledge surrounding genetic variation and the deliver this knowledge in near real time to clinicians treating patients. The team is also developing the Health Innovation Platform (HIP) to facilitate the introduction of app based IT interventions into the electronic health record ecosystem. Mr. Aronson is one of the founders of GeneInsight. Prior to his work at Partners HealthCare, Mr. Aronson also held several positions with Sapient Corporation, was a Monitor Company consultant and founded LearningAction. Mr. Aronson holds a Masters in Organizational Behavior and a Bachelors in Computer Science from Stanford University. He also received a Masters in Biology from Harvard Extension School.
Saliha Azzam, PhDMicrosoftSEMINAR - Building AI-powered Natural Language Solutions
Senior Director
Saliha Azzam, PhD, has more than 15 years of industry experience in business units on full product cycles in AI, Advanced Analytics, Business Intelligence, Data Mining, Natural language processing, Search, Information extraction, language technologies and Machine Learning solutions. Saliha has been leading large scale world-ready products and is highly innovative with more than 20 filed patents. She is currently leading the AI team on engagement and personalization of target campaigns across multiple products at Microsoft.
John BaldoniGlaxoSmithKlineAI in Pharma
John Baldoni
Senior Vice President, In silico Drug Discovery
John Baldoni, PhD has over 30 years’ experience in the pharmaceutical industry and has held numerous senior executive positions at GSK including Senior Vice President and Global Head of Platform Technology and Sciences (PTS). PTS is a global organisation that is responsible for the development, validation and delivery of key platform technologies in R&D. John has been instrumental in driving innovative thinking in GSK and recently proposed the creation of and now leads an in-silico drug discovery unit in GSK. John is also the founder and co-chairman of the Accelerating Therapeutics for Opportunities in Medicine (ATOM) Consortium -- a public private partnership open to other organizations – currently comprised of GSK, Lawrence Livermore National Laboratory, Frederick National Laboratory for Cancer Research, and the University of California, San Francisco. Its mission is to aid in transforming drug discovery by accelerating the development of more effective therapies for patients.
Amir BanifatemiXPRIZE

AI World Keynote Program

General Manager, Innovation and Growth
Amir is an entrepreneur, investor, and innovation strategist. He is the General Manager of Innovation and Growth and leading AI initiatives with the XPRIZE foundation. He is a co-founder the AI Commons Initiative, and co-founder and curator of the AI for Good Global Summit with the ITU and UN Agencies. He has managed two venture capital funds and continues to support and advise companies and initiatives with a focus on exponential technologies and transformation of humanity and society. He advocates democratic access to innovation for all. He holds a Master’s degree in Electrical and Engineering from the University of Technology of Compiègne, a Doctorate in Systems Design from the University Paris Descartes as well as an MBA from HEC Paris.
Janet BannisterReal VenturesAI Startup Pavilion
Janet is a Partner at Real Ventures, a leading source of capital for Canada’s game-changing entrepreneurs and a driving force behind emerging tech ecosystems. Janet has led investments in over a dozen companies and works actively with founders to help them build large, industry-defining companies. In 2004, Janet launched Kijiji.ca and grew it to become one of the most visited websites in Canada. Subsequently, she led the Kijiji Global business, launching the site in new countries and accelerating growth in North America, Europe, and Asia. Janet also spent four years at eBay in Silicon Valley where she helped transform eBay from a collectibles to a mainstream marketplace. Janet started her career as a Brand Manager at Procter & Gamble and then joined McKinsey & Co. where she was an Engagement Manager. She also founded and built a successful consulting business and was CEO at a venture-backed start-up prior to joining Real Ventures. Janet was a varsity long-distance runner and competed internationally in triathlons. Today she balances her active lifestyle with being a wife and mother to her 13 year-old son.
Upal BasuNGP CapitalAI Startup Pavilion
Upal has worked in the mobile and software technology industry for over 20 years. At NGP Capital, Upal leads the global Connected Enterprise investing theme, where he focuses on mobile enterprise and Internet of Things investments. In addition he is responsible for managing NGP’s investments in India. Prior to NGP, he was Founder and CEO of Mformation Technologies, the world’s largest mobile device management company, which was acquired by Alcatel-Lucent. Previously he was a management consultant for McKinsey & Company in New York and London. Prior to joining McKinsey, Upal led Product Management activities for Risk Management Solutions (RMS), a leading provider of software technologies for the management of insurance risks. Upal has an MBA from Harvard Business School, an MS in Engineering from Stanford University, and a Bachelor’s degree in Engineering from Imperial College, London.
Suzanne Belinson, PhDBlue Cross Blue Shield AssociationAI in Healthcare
Executive Director, Clinical Markets, Office of Clinical Affairs
Bryan BellExpert SystemAI Technology Solutions Theater
Executive Vice President
Mr. Bell is responsible for delivering the Expert System artificial intelligence software solution to the financial services industry. He has extensive software industry experience helping build organizations focused on enterprise search, taxonomy creation, and knowledge management platforms that are built using keywords, statistics, linguistics, semantics and artificial intelligence technology approaches.
Daveenia BellerInfinite Resource Solutions, LLCWorkshop: Deploying and Scaling Enterprise AI Systems
Chief Executive Officer
Daveenia is the founder, and CEO, of Infinite Resource Solutions. Infinite is a rapidly growing, and highly-reputable consulting firm, headquartered in Atlanta, GA. Daveenia has built a company that is known for solving complex business challenges, while implementing solutions to help enterprises scale, reinvent and accelerate speed to delivery. Infinite has been included on the Inc 5000, and Top Fastest Growing Privately Held companies in Atlanta. Daveenia has also been personally recognized as the Bronze Stevie winner for People focused CEO of the Year and Great Employers.
Jay BellissimoIBM ServicesPlenary Session
Managing Partner, Cognitive Process Transformation
Jay Bellissimo is the Global Managing Partner of IBM Services Cognitive Process Transformation Growth Platform, leading the service lines of Cognitive Process Re-engineering, Cognitive Process Services, and Cognitive Business Decision Support. The Practices he oversees include Watson AI & Data Platform, Advance Analytics, Blockchain, Watson Internet of Things, Watson Health, Talent & Engagement, Process Automation, among others. His primary mission is to fuel growth by deploying competitive market offerings and building a diverse and differentiated talent pool and to continue to amaze and delight our customers. Previously, he was the General Manager and Chief Revenue Officer of the Watson & Cloud Platform. He was responsible for the go-to-market strategy across IBM’s core cognitive and cloud-based technologies, including large transformation engagements, ecosystem/channels, business partners, and major client engagements. Jay’s mission was to ensure that both Watson & Cloud Platform offerings resonate with customers and the overall market as they significantly grew market share. Jay has held multiple executive positons, such as General Manager, IBM Cognitive & Watson Solutions, leading the customer engagement and product strategy for IBM’s portfolio of cognitive-based solution technologies across 18 industries; General Manager, Customer Experience for IBM Watson, initiating the first wave of cognitive computing commercialization in key industries - healthcare, public sector, financial services - adopted by 36 countries in 5 different languages; Leader of IBM’s Global SAP Consulting Business, managing the strategy, sales, client relationships, and operations; Leader IBM’s Global and North America Business Services Communications sector, which included the Media and Entertainment, Telco, and Energy/Utilities industries; and lastly Leader of IBM’s Global Business Services in Latin America based in Sao Paulo, Brazil. Jay joined IBM in 1991 from PwC, holding numerous industry management and practice leadership positions, including industry leadership roles in Chemicals & Petroleum, Industrial Products and Aerospace & Defense. Jay is a member of IBM’s Performance Team and Acceleration Team, both of which focus on the company’s short- and long-term strategies for growth. Jay holds a B.A. in Political Science from St. Michael’s College. Jay serves as a member of Board of Trustees at St. Michael’s College and on Advisory Board of the Center of Innovation & Entrepreneurship at Claremont McKenna College.
Dimitris Bertsimas, PhDMITSeminar: AI in Personalized Medicine and Digital Health
Operations Research Center and Sloan School of Management
Dimitris Bertsimas is currently the Boeing Professor of Operations Research and the co-director of the Operations Research Center at the Massachusetts Institute of Technology. He has received a BS in Electrical Engineering and Computer Science at the National Technical University of Athens, Greece in 1985, a MS in Operations Research at MIT in 1987, and a Ph.D in Applied Mathematics and Operations Research at MIT in 1988. Since 1988, he has been with the MIT faculty. Since the 1990s he has started several successful companies in the areas of financial services, asset management, health care, publishing, analytics and aviation.
His current research interests include personalized medicine, analytics, machine learning and robust and adaptive optimization.
He has co-authored more than 200 scientific papers and four textbooks, including the book "The Analytics Edge" published in 2016. He is the current editor in Chief of the INFORMS journal of Optimization and a former area editor in Operations Research in Financial Engineering and in Management Science in Optimization. He has supervised 63 doctoral students and he is currently supervising 20 others.
He is a member of the US National Academy of Engineering, and an INFORMS fellow. He has received several research awards including the Philip Morse lectureship award (2013), the William Pierskalla award for best paper in health care (2013), the best paper award in Transportation Science (2013), the Farkas prize (2008), the Erlang prize (1996), the SIAM prize in optimization (1996), the Bodossaki prize (1998) and the Presidential Young Investigator award (1991-1996).
Margrit Betke, PhDBoston UniversityEnterprise AI Strategies Theater
Professor of Computer Science
Margrit Betke is a Professor of Computer Science at Boston University. She co-leads the BU Artificial Intelligence Research (AIR) Initiative and the “AI and Emerging Media” Research Group. Her focus is integrative research in AI, computer vision, and human computer interaction that benefits other fields, including social, health, and natural sciences, and the arts. She has published over 150 original research papers. She earned her Ph.D. degree in Computer Science and Electrical Engineering at the Massachusetts Institute of Technology in 1995. Prof. Betke has received the National Science Foundation Faculty Early Career Development Award in 2001 for developing "Video-based Interfaces for People with Severe Disabilities." She co-invented the "Camera Mouse," an assistive technology used worldwide by children and adults with severe motion impairments. While she was a Research Scientist at the Massachusetts General Hospital and Harvard Medical School, she co-developed the first patented algorithms for detecting and measuring pulmonary nodule growth in computed tomography. She was one of two academic honorees of the "Top 10 Women to Watch in New England Award" by Mass High Tech in 2005. She is a Senior Member of the ACM and IEEE and an Associate Editor of the journals IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) and Computer Vision and Image Understanding (CVIU). She led a $2.8 million NSF research project to develop intelligent tracking systems that reason about group behavior of people, animals, and cells, and currently leads a $1 million NSF to develop Multiplatform, Multilingual, and Multimodal Tools for Analyzing Public Communication in over 100 Languages.
Ashley BlakeUSAASEMINAR: Building AI-powered Natural Language Solutions
Alex Zhavoronkov

Ashley is a passionate and engaging leader that specializes in creating impeccable customer outcomes by leading strong teams of experts.

In early 2017, she joined USAA to lead the digital product management experts responsible for USAA’s award-winning Intelligent Assistant (chatbot.) Focused on delivering exceptional experiences to stakeholders and customers alike resulting in an on target savings of 4.5 million contacts for USAA in 2018 (a 96% YoY growth from 2017.) As a specialist in hiring and problem solving, she has changed the way the team works operationally and hired talent to suit. Her team now embraces a platform model to enable the lines of business to develop content for the chatbot thus rapidly expanding the way our customers can self-serve digitally. This change has resulted in extreme growth in many areas of measurement.

Paul BlaseSpeciate AIAI Technology Solutions Theater
Paul Blase is CEO of Speciate AI. Formerly Paul led PwC’s U.S. and global analytics advisory practice which included 1,700 practitioners and a portfolio of analytics solutions sold to PwC clients. Paul holds an M.B.A from M.I.T. Sloan School of Management and a B.A. from Northwestern University.
Russell BlattnerLucdAI Startup Pavilion
CEO and Co-Founder
Russ Blattner has been helping Enterprises achieve their corporate goals through technology transformations, starting with Networks, moving to Cloud and Big Data and now through Enterprise AI. Mr Blattner is leveraging his experience running large operations, driving sales, and product development. He manages a team of world class Data Scientists, AI, ML/Machine Learning, Dynamic Learning, Deep Neural Networks, Big Data, Data Wranglers, Super Computing and the best Enterprise facing team one could hire.
Paul BleicherOptumLabsPlenary Session
Paul Bleicher
Paul Bleicher, MD, PhD, is the CEO of OptumLabs, an open, collaborative research and innovation center established by Mayo Clinic and Optum to accelerate improvements in patient care and value through clinical, policy and product innovation driven by new insights from healthcare big data. Previously, he was Chief Medical Officer for Humedica, a next-generation clinical informatics company. Before Humedica, Dr. Bleicher was a founder of, and spent 11 years building and guiding the growth of Phase Forward, which led the transformation of pharmaceutical clinical trials from paper to the web, and was acquired by Oracle in 2010. He began his career as a dermatologist/researcher at Massachusetts General Hospital/Harvard Medical School, and subsequently worked in clinical development in the biopharmaceutical industry.
David BlissCCC Information Services

AI World Keynote Program

Vice President, Product Management
David excels in management consulting and business leadership roles, successfully working across industries, borders, and functional areas. This mix of experience as both a business leader and adviser allows him to bring fresh yet realistic perspectives to the table in solving some of the most challenging business problems. He has extensive international business experience, having lived and worked in the US, UK and continental Europe, and done business on 6 continents. David's primary focus is driving business development and revenue growth by leveraging communication skills, technical knowledge, and subject matter expertise. He is accustomed to and effective in leading high-performing teams that overcome corporate silos. Specialties: Organic Revenue Growth, Customer Centricity, Product Marketing, Product Management and Innovation, and Sales Engineering and Effectiveness.
Robert Boguckideepsense.ai
Robert Bogucki
Robert has built and supervises deepsense.ai’s machine learning team. He focuses on bridging the gap between AI research and real-life business challenges. In addition to working with clients, Robert also leads deepsense.ai’s research and development team, managing and supporting their efforts in deep learning and reinforcement learning. Apart from his business activities, Robert is also a university lecturer on machine learning and an award winning Kaggle competitor.
Amélie Boichard, PharmD, PhDUCSD Moores Cancer CenterSeminar: AI in Personalized Medicine and Digital Health
Amélie Boichard, PharmD, PhD
Project Scientist, Center for Personalized Cancer Therapy
Amélie Boichard, Pharm.D., Ph.D., is a clinical biologist passionate for genetics and molecular pathology. She joined the Center for Personalized Cancer Therapy at Moores Cancer Center (La Jolla, California) as a post-doctoral researcher in 2014, and later as a research scientist. Here, she participated in the creation of an algorithm-based therapeutic decision-support system, later licensed to the local start-up CureMatch, Inc., where she acts as Vice President for Research and Clinical Affairs. Dr. Boichard is convinced that properly choosing optimized and personalized therapeutic regimens may drastically improve the survival and quality-of-life of cancer patients, and is the future of oncology.
Before joining UC San Diego, Dr. Boichard received a multi-disciplinary training in pharmacy, human genetics, and oncology from Paris-Sud University and Paris-Descartes University (France), and completed her residency in clinical pathology at Gustave Roussy Cancer Institute (Villejuif, France).
Karim BotrosThe MetroHealth SystemAI in Healthcare
Karim Botros
Chief Strategy and Innovation Officer
Karim Botros is the Chief Strategy and Innovation Officer for The MetroHealth System overseeing business and corporate development, innovation, integration as well as planning and market research. He joined MetroHealth in 2013 as the Chief Strategy Office and was the co-lead of the Adult Care and Wellness Service Line overseeing approximately 225 providers across adult care, express care, hospitalists, geriatrics, behavioral health and dental care between 2015 and 2017.
Prior to joining MetroHealth, Mr. Botros was a member of the Cleveland Clinic's Emerging Businesses group and oversaw corporate development projects. Between 1999 and 2008, he worked in private equity, acquiring companies within the health care, IT, and business service industries at The Riverside Company and The Jordan Company. While at the Riverside Company, Mr. Botros led the Healthcare origination efforts for both the micro-cap and the capital appreciation fund. Within the health care manufacturing industry, Mr. Botros has worked at Baxter Healthcare and Biomet as a manufacturing and product engineer. He received his MBA from Northwestern University's Kellogg School of Management, and his master's in manufacturing engineering management and his BS in biomedical engineering from Northwestern University.
Chris Bouton, PhDVyasa AnalyticsAI in Pharma
Chris Bouton, PhD
Dr. Bouton received his BA in Neuroscience (Magna Cum Laude) from Amherst College in 1996 and his Ph.D. in Molecular Neurobiology from Johns Hopkins University in 2001. Dr. Bouton is the CEO of Vyasa Analytics, applying novel deep learning approaches for enterprise clients. Previously Dr. Bouton was the CEO of Entagen a software company founded in 2008 that provided innovative Big Data products including Extera and TripleMap. Entagen's technologies won numerous awards including the "Innovative Technology of the Year Award for Big Data" from the Massachusetts Technology Leadership Council in 2012 and Entagen was recognized as a Gartner "Cool Vendor" in the Life Sciences in 2013. Entagen was acquired by Thomson Reuters in 2013.
Prior to his role as the CEO of Entagen, Dr. Bouton worked as a computational biologist at LION Bioscience Research Inc. and Aveo Pharmaceuticals from 2001 and 2004, leading the microarray data analysis functions at both companies. In 2004 he accepted the position of Head of Integrative Data Mining for Pfizer. While at Pfizer, Dr. Bouton conceived of and implemented an organization-wide knowledgebase called Pfizerpedia for which he won the 2007 William E. Upjohn Award in Innovation. Dr. Bouton is an author on over a dozen scientific papers and book chapters and his work has been covered in a number of industry news articles.
Jim BraseLawrence Livermore National LaboratoryAI in Pharma
Jim Brase
Chief Technical Officer & Interim Co-Lead, ATOM and Deputy Associate Director for Computation
Jim Brase is the Deputy Associate Director for Programs in the Computation Directorate at Lawrence Livermore National Laboratory (LLNL). He leads LLNL research in the application of high-performance computing, large-scale data science, and simulation to national security missions. Jim’s research interests focus on the intersection of machine learning, simulation, and high-performance computing. He is currently leading efforts in the large-scale computing for life science, biosecurity and nuclear security applications. In his previous position as LLNL’s Deputy Program Director for Intelligence Jim led efforts in intelligence and cybersecurity R&D. He was formerly LLNL’s Division Leader for Optical Sciences and led programs in laser and imaging research at LLNL. Jim received a B.S. in Electrical Engineering from Iowa State University, and an M.S. in Electrical and Computer Engineering from University of California, Davis.
David Bray, PhDInstitute for Human-Machine CognitionPlenary Session
Executive Director, People-Centered Internet Coalition, Senior Fellow
Dr. David A. Bray was named one of the top “24 Americans Who Are Changing the World” under 40 by Business Insider in 2016. He was also named a Young Global Leader by the World Economic Forum for 2016-2021. He was named a Marshall Memorial Fellow and traveled to Europe to discuss Trans-Atlantic issues of common concern including exponential technologies and the global future ahead. Since 2017, he serves as Executive Director for the People-Centered Internet coalition co-founded by Vint Cerf, focused on providing support and expertise for community-focused projects that measurably improve people’s lives using the internet. He also provides strategy to both Boards and start-ups espousing human-centric principles to technology-enabled decision making in complex environments.
Dr. Cynthia BreazealMITPlenary Wednesday
Cynthia Breazeal
MIT Media Lab, Director Personal Robots Group, Assoc. Director of the Bridge for Strategic Initiatives, MIT Quest for Intelligence
Dr. Cynthia Breazeal is an Associate Professor of Media Arts and Sciences at the MIT where she founded and directs the Personal Robots Group at the Media Lab. She is a pioneer of Social Robotics and Human Robot Interaction. She authored the book Designing Sociable Robots, and she has published over 100 peer-reviewed articles in journals and conferences on the topics of Autonomous Robotics, Artificial Intelligence, Human Robot Interaction, and Robot Learning. She serves on several editorial boards in the areas of autonomous robots, affective computing, entertainment technology and multi-agent systems. She is also an Overseer at the Museum of Science, Boston.
Amanda L. BrownInnolegal Services, PLLCEnterprise AI Strategies Theater
Legal Innovation Advisor + Counsel
Combining her substantive legal skills with her technical know-how, Amanda has been a key contributor to several legal innovation and technology projects. Most recently, she served as the inaugural Microsoft NextGen Fellow with the American Bar Association Center for Innovation. Throughout her fellowship, she played important roles in several cutting-edge contracting and legal-focused artificial intelligence projects – from data selection and training, to model validation. During her fellowship, Amanda also had the opportunity to research and devise a number of policies for the development and implementation of artificial intelligence projects. From a consumer perspective, Amanda evaluated and proposed mitigation strategies to novel legal issues, such as the ethical obligation to disclose user interaction with AI systems. She also worked diligently with an in-house team to identify a framework by which engineers can reduce the introduction of human biases in the artificial intelligence development lifecycle. Moreover, she worked closely with cross-disciplinary teams to support the design and development of the Legal Services Corporation’s Statewide Access to Justice Portal Project, among a number of other innovative projects.
Antony BrydonDirectlyGoing From Big Data to AI
CEO, Co-Founder
Antony Brydon is the CEO and co-founder of Directly, the leader in CX Automation, helping companies deliver better customer service while creating economic opportunity in the AI economy. Companies like Airbnb, Microsoft and Samsung use Directly to put expert users at the heart of their AI, resolving up to 40% of support inquiries at 60-80% less cost. Prior to founding Directly in 2011, Antony served as acting CEO for ShopWell, a web and mobile site focused on personal nutrition and food shopping; partner at Social Venture Partners, an LLC to invest in and develop internet companies; CEO and Co-founder of Visible Path, a corporate social networking company funded by Kleiner Perkins and acquired by the Hoovers division of Dun & Bradstreet in January 2008; and CEO and marketing lead for one of the first music websites, IUMA, which was acquired by EMusic in 1999. Antony graduated from Yale University with a BA in Psychology and Philosophy, and currently resides in San Francisco, CA.
Ed BurnsTechTargetAI and Real-Time IoT
Ed Burns manages editorial content and writes about AI, machine learning, deep learning and related technologies for SearchEnterpriseAI. Prior to joining the site, he covered business intelligence, analytics and data visualization as a senior news writer for SearchBusinessAnalytics; before that, he was a reporter for SearchHealthIT, writing news stories on federal electronic health record policy, health information exchanges and emerging health IT-related business practices. Ed began building his reporting experience while earning a master's degree in journalism from Emerson College. His work has also been published in a number of daily and weekly newspapers throughout eastern Massachusetts, including the Lowell Sun, Westwood Press and Roslindale Transcript.
Will CappelliMoogsoftEnterprise AI Strategies Theater
Chief Technology Officer EMEA and Global VP of Product Strategy
Will studied math and philosophy at university, has been involved in the IT industry for over 30 years, and for most of his professional life has focused on both AI and IT operations management technology and practices. As an analyst at Gartner he is widely credited for having been the first to define the AIOps market and has recently joined Moogsoft as CTO, EMEA and VP of Product Strategy. In his spare time, he dabbles in ancient languages.
Matthew CarrollImmutaEmerging Technologies and the Future of AI
Matthew Carroll
Matthew Carroll, president and CEO of Immuta, is responsible for the growth and direction of the company. Prior to co-founding Immuta, Matt spent a decade analyzing the world's most complex datasets while supporting multiple US Intelligence Community customers. He also served as CTO of CSC’s Defense & Intelligence Group, leading critical data fusion and analytics programs ($150M in revenue) while advising US Government leaders on data management and analytics issues.
Christopher Carothers, PhDLucdEnterprise AI Strategies Theater
Technology & Academic Advisor, Research & Development
Chris Carothers, Ph.D is an Advisor to Lucd.ai. His simulation research involves the creation of high-fidelity models of extreme-scale wireless and wired networks and computer systems. These models have executed using nearly 2,000,000 processing cores on the largest leadership class supercomputers in the world. He has secured over $10 million in research funding from agencies including the NSF, the U.S. Department of Energy, Army Research Laboratory, Air Force Research Laboratory, IBM, General Electric, and AT&T.
Aaron ChaissonDell EMCStrategic Business Functions and AI
Vice President, ISG
Aaron Chaisson is the Vice President of Portfolio Messaging at Dell EMC. In this role, Aaron and his team are responsible for creating and socializing Dell EMC’s strategy and thought leadership messaging and direction within the rapidly evolving IT landscape.
Ying ChenLuminoso TechnologiesPanel: Future of Work: Will Robots Replace Humans or Create New Job Types?
Chief Product Officer
As the Chief Product Officer of Luminoso Technologies, Ying Chen leads product design and development for the firm’s portfolio of products focused on artificial intelligence (AI) and natural language understanding (NLU). Prior to joining Luminoso, Ying has spent decades leading Fortune 1000 organizations and VC-backed startups to deliver award-winning product solutions that have resulted in these organizations grow in their existing market while pivot into new ones. Most recently, Ying led the global go-to-market and strategy at Pegasystems for the firm’s digital process automation platform, including launching new capabilities such as robotic automation and intelligent virtual assistants. She is a frequent speaker at industry conferences and contributor to publications on topics related to digital transformation, technology trends such as chatbots, and product management. Ying holds a bachelor’s of science degree from Carnegie Mellon University and a master’s degree in business administration from Boston University.
Jie Cheng, PhDAbbvieSeminar: AI in Personalized Medicine and Digital Health
Jie Cheng, PhD
Associate Director, Data & Statistical Sciences
Dr. Jie Cheng received his Ph.D. in Computer Science in 1998 and completed his postdoctoral training in AI & Machine Learning in 2000. He has more than 15 years of experience in applying machine learning and predictive modeling to clinical and biomarker data analysis. He has won several data mining competitions including KDD-cup and FDA led MicroArray Quality Control data analysis. Dr. Cheng is an associate director at Abbvie, leading biomarker and exploratory analysis in immunology and neuroscience projects.
Wei-Yi Cheng, PhDRocheSeminar: AI in Personalized Medicine and Digital Health
Wei-Yi Cheng, PhD
Senior Data Scientist
Wei-Yi Cheng is a senior data scientist at Roche Innovation Center New York. He specialized in integrated big data analytics with a focus on digital biomarker development for neurological diseases, and genomics biomarker discovery. He is one of the global driving forces in Roche to identify areas where advanced analytics can bring value to pharmaceutical R&D.
Carolyn Cho, PhDMerckAI in Pharma
Carolyn Cho, PhD
Director, Immunology Therapeutic Area Pharmacometrics Lead
Carolyn has worked in the pharmaceutical industry for 20 years, applying modeling and systems biology approaches to decision making across the research and development pipeline, from validating targets to registering new therapeutic agents. She serves on the Board of Trustees of the Mathematical Biosciences Institute at the Ohio State University, and previously on the boards of ventures including North Atlantic BioPharma Inc., Research Avenue Inc., and Research Propel Careers. She currently oversees modeling across the immunology pipeline at MRL, and has previously led the Systems Biology Targets group at Pfizer, was Global Head of Computational Systems Biology at Novartis Institutes for Biomedical Research (NIBR), and has held positions at Physiome Sciences (Princeton, NJ), SmithKline Beecham Pharmaceuticals (King of Prussia, PA), and Princeton University. Carolyn received her Ph.D. in biological physics from the University of Toronto.
Nazli ChoucriMITAI World Keynote Program
Professor of Political Science
Nazli Choucri is Professor of Political Science. Her work is in the area of international relations, most notably on sources and consequences of international conflict and violence. Professor Choucri is the architect and Director of the Global System for Sustainable Development (GSSD), a multi-lingual web-based knowledge networking system focusing on the multi-dimensionality of sustainability. As Principal Investigator of an MIT-Harvard multi-year project on Explorations in Cyber International Relations (ECIR), she directed a multi-disciplinary and multi-method research initiative, constructing a cyber-inclusive view of international relations (Cyber-IR System) – with theory, data, analyses, simulations – to anticipate and respond to cyber threats and challenges to national security and international stability. She is Editor of the MIT Press Series on Global Environmental Accord and, formerly, General Editor of the International Political Science Review. She also previously served as the Associate Director of MIT’s Technology and Development Program. The author of eleven books and over 120 articles, Dr. Choucri is a member of the European Academy of Sciences. She has been involved in research or advisory work for national and international agencies, and for a number of countries, notably Algeria, Canada, Colombia, Egypt, France, Germany, Greece, Honduras, Japan, Kuwait, Mexico, Pakistan, Qatar, Sudan, Switzerland, Syria, Tunisia, Turkey, United Arab Emirates and Yemen. She served two terms as President of the Scientific Advisory Committee of UNESCO's Management of Social Transformation (MOST) Program.
Danielle CiofaniBroad Institute of MIT and HarvardSeminar: AI in Personalized Medicine and Digital Health
Danielle Ciofani
Director of Data Strategy and Alliances
Danielle leads the Broad Institute’s Data Sciences Platform team in creating software and machine learning algorithms that maximize the impact of data science in biomedicine. In addition to her role at Broad, she serves the digital health startup community as an Executive in Residence for .406 Ventures.
David ClearVecna RoboticsPanel: Future of Work: Will Robots Replace Humans or Create New Job Types?
VP, Business Development
David Clear is Vice President of Business Development at Vecna Robotics. He leads the Business Development team in bringing Vecna Robotics' flexible and agile autonomous solutions to the warehouse and logistics market. Clear cultivates strategic partnerships with global fortune 500 companies, privately held organizations, and government agencies. Before joining Vecna, Clear worked in the retail and logistics industry, overseeing process improvement and auditing throughout Lidl Ireland GmbH network and leading Loss Prevention at Heatons Stores. Clear went on to spend five-plus years consulting with start-ups and SMEs on expansion, marketing, product, and fundraising strategies. He holds master degrees in Business Administration and Philosophy- Operational Risk Management from the University of Glasgow's Adam Smith School of Business.
David Colarusso, PhDSuffolk UniversityGoing from Big Data to AI
David Colarusso is the Director of Suffolk University Law School's Legal Innovation and Technology Lab. An attorney and educator by training, he has worked as a public defender, data scientist, software engineer, and high school physics teacher. He is the author of a programming language for lawyers, QnA Markup, an award winning legal hacker, ABA Legal Rebel, and Fastcase 50 honoree. In 2017 he was named one of the ABA's top legal tweeters.
Jonathan DahlbergReal VenturesAI Technology Solutions Theater
Data Scientist
Jonathan is a customer facing data scientist at DataRobot, working across industries like finance, healthcare, and oil & gas. He recently spent a stint in Australia expanding DataRobot’s Australian market, and has degrees in Mathematics and Economics from Williams College.
Dave DamerTestfire LabsAI Startup Pavilion and Theater Presentations
Founder & CEO
Dave Damer is a computer engineer and proven tech entrepreneur with over 27 years of business leadership experience, 18 of which have been spent building startups. In 2017, Dave founded Testfire Labs, a software company that uses machine learning and artificial intelligence to build productivity solutions that modernize the way people work, so they can achieve more, faster. Testfire's flagship product is Hendrix.ai, an AI-assistant that transcribes meeting summaries and action items, audits meeting history, and drops it all into a simple, searchable dashboard, for unprecedented organization and productivity insights. Testfire Labs has been named a Top Startup to Watch by Startup Edmonton, received the 2018 Startup Canada Prairies Region Innovation Award, was nominated for the Startup of the Year award by the National Angel Capital Organization (NACO), and was the recipient of the Emerging Sector award from Digital Alberta.
Mark DaviesBenevolent AIAI in Pharma
Mark Davies
Vice President Biomedical Informatics
Mark is the VP Biomedical Informatics at BenevolentAI, where leads the informatics activities for the company. He has a background in molecular genetics, bioinformatics (BSc University of Sussex) and computer science (MSc Birkbeck College) and has over 15 years of experience working on biomedical data representation, data analysis and application development. In 2001, he joined the London based biotechnology company Inpharmatica, where he was initially working on mining the output of the Human Genome Project and eventually moved on to building chemogenomics and druggability assessment systems used by pharmaceutical companies, such as Bayer. Mark moved to the European Bioinformatics Institute (EMBL-EBI), as one of the founding members and technical lead for the ChEMBL database, the largest open-source Structure Activity Relationship (SAR) database. Mark was also responsible for the successful transition of the SureChEMBL chemical patent system from Digital Science to the EMBL-EBI.
Boyd DavisAccentureGoing from Big Data to AI
Managing Director, Applied Intelligence
Experienced executive with a demonstrated track record of driving market leadership and revenue growth. Skilled in strategy, people development, customer engagement, and achieving financial results. Strong history of anticipating and capitalizing on technology transitions, from internet to cloud to big data. Focused now on helping organizations realize the potential of machine learning.
Nisarg DesaiGlobalSignAI & Real-Time IoT
Director of Product Management
Nisarg is currently responsible for Product Management and Product Marketing efforts for GlobalSign’s IoT business. He leads high-level strategy, product vison and roadmap, revenue growth planning and business development. With the sharp increase in cyber-attacks his goal is to secure the ever-growing Internet of Things. Nisarg spent 5 years as a software engineer at Symantec where he helped build their Endpoint Protection and Virtualization cyber-security products. He has prior experience spanning the information security, hospitality services, and business consulting industries. He is passionate about next-generation internet connected technology trends specifically the Blockchain. Nisarg holds an MS in Engineering Management from Tufts University, and an MS in Computer Science from the University of Southern California.
John DesmondAI Trends
Featured Author, AI Trends As Editorial Director, John engages with industry experts who focus on the critical business and technology implications of artificial intelligence. John has more than 20 years experience as editor and writer for business and technology publications. He has worked at IDG (Computerworld), Sentry Publishing (Software Magazine), SPG (Application Development Trends), SIGS Publications (Object Magazine, Component Strategies, Java Report, Journal of Object Oriented Programming), JupiterMedia (esecurityplanet.com) and others. John acquired Software Magazine and subsequently sold it to Rockport Publishing. In conference content development, John has developed programs for several events, including Enterprise Linux Forum, Enterprise Wireless Forum, Software Marketing Perspectives and now AI World.
Adam DevineWorkFusionImplementing Enterprise AI
Senior Vice President Marketing and Chief Evangelist
Wael William DiabIndustrial Internet Consortium; HuaweiAI and Real-Time IoT
Steering Committee
Matt DohertyRESOLUTE.AIAI Startup Pavilion
Founder and CTO
Jonathan Dry, PhDAstraZenecaAI in Pharma
Jonathan Dry, PhD
Director of Bioinformatics, Oncology
Jonathan studied Biomedical Sciences at the University of Manchester where his research focused on the genetics of diabetes, exposing him to the richness of information in DNA that can be uncovered with computational tools. He was awarded a scholarship at the University of Exeter to study Bioinformatics, where he collaborated with GlaxoSmithKline to develop computational models determining the risk of recombinant protein breakdown by proteases in host cells. In 2003 Jonathan joined AstraZeneca as the first member of the newly formed Oncology Bioinformatics team. As a scientist and senior scientist he drove adoption of ‘omic data to establish molecular line of sight for new targets, specializing in gene expression microarrays. He introduced a number of pioneering approaches harnessing gene expression data from cancer cell lines to uncover the mechanisms of pathway/drug target dependency, discovering biomarkers of drug response. Throughout his career he has supported and influenced a number of programs, including drugs targeting PARP (Lynparza), mTOR, PI3K, AKT and ERBB. His work for the MEK inhibitor selumetinib led to a transcriptional readout of MEK activity that became the first transcriptomic hypothesis tested in AZ clinical trials. Jonathan carries a strong collaborative attitude and is a champion of open innovation to harness the world’s data and expertise for actionable discovery. As a team leader and now Director of oncology bioinformatics, and a leader of AZ’s strategy to harness AI for discovery, Jonathan has gone on to build a global group focused on harnessing next generation sequencing and genomic data to further AstraZeneca’s oncology drug programs and precision medicine. His team are recognized as leaders in the field, with a number of high profile publications and algorithms now adopted by leading research centers around the world such as the VarDict NGS variant caller.
Phil DuffyBrain CorpSEMINAR: State of the Technology: Making Robots Intelligent, Cognitive and Aware
Vice President of Innovation
Lynne DunbrackIDC Health InsightsExecutive Summit
Research Vice President
Lynne Dunbrack is Research Vice President for IDC Health Insights responsible for the research operations for IDC Health Insights. She manages a group of analysts who provide research-based advisory and consulting services for payers, providers, accountable care organizations, IT service providers, and the IT suppliers that serve those markets. Lynne also leads the IDC Health Insights' Connected Health IT Strategies program. Specific areas of Lynne's in-depth coverage include mobile, constituency engagement, interoperability, health information exchange, privacy, and security. Technology coverage areas include clinical mobility (physician facing) and mobile health (consumer facing), health information exchange, end-to-end remote patient health monitoring for health , wellness and chronic conditions, Internet of Things (IoT), personal health records and member, patient, provider portals, kiosks, videoconferencing and online care, unified communications, aging in place, and social.
Venkatanathan Dwarkanathan, PhDAntWorksAI Startup Pavilion and Theater Presentations
Dr. Venkatanathan Dwarkanathan is an accomplished Mathematician with active engagement in research on topics like Chaos theory, fractal based pattern recognition and several others in applied mathematics, including dyna-systems theory, Fractal compositions and geophysical image dynamics. Prior to joining AntWorks, Dr. Venkatanathan Dwarkanathan held a broad range of leadership positions in mission critical portfolios in large organizations like National Aeronautics and Space Administration, Boeing, Aetna, Ausys Automation, Maples and iData Sciences. He holds a Ph.D. degree in Mathematics (Astro-pad dynamics) and a post-doctoral work in Fractal Topology with profound expertise in building software frameworks which generates math models for applications in various verticals. During the past 25+ years, he has developed many theories and built models for different verticals including; Aerospace (Image Sequencing), Roadways (Crack detection in JPEG images),Market Intelligence (Fractal Genesis), Healthcare (Mathematical Models for payers) and generic Data Capture Framework using Content Based Object Retrieval Methods.
Aaron EdellVeritone Inc.

AI World Plenary Program

Senior Director, Business Development, Ecosystem
Edell is a veteran speaker and writer on the topics of machine learning, metadata, and content management. He was the co-founder and CEO of Machine Box, Inc., an award-winning startup that builds production-ready machine learning models that anyone can integrate, deploy and scale which was acquired by Veritone in September of 2018. Previously, he helped found and grow Graymeta, Inc., a machine learning and metadata company. Prior to that Edell was at Oracle, Front Porch Digital, Neulion, and SAMMA Systems in various roles from senior solutions architect to product manager. Aaron has published papers on metadata and machine learning and consulted major media and entertainment companies on content management since 2005.
Jana EggersNara LogicsCognitive Computing
Jana Eggers is CEO of the neuroscience-inspired artificial intelligence platform company, Nara Logics. She’s an experienced tech exec focused on inspiring teams to build great products. She’s started and grown companies, and led large organizations at public companies. She active in customer-inspired innovation, the artificial intelligence industry, the Autonomy/Mastery/Purpose-style leadership, as well as running and triathlons. She’s held technology and executive positions at Intuit, Blackbaud, Los Alamos National Laboratory (computational chemistry and super computing), Basis Technology (internationalization technology), Lycos, American Airlines, Spreadshirt (ecomm), and start-ups that you’ve never heard of.
Lance Eliot, PhD
  • Techbrium, Inc.
  • AI Trends Insider
Plenary Session
Lance Eliot, PhD
Dr. Lance Eliot, AI Trends Insider, CEO, Techbrium Dr. Lance B. Eliot, MBA, PhD, is a serial entrepreneur, having launched, run, and sold three high-tech businesses, and currently serves as CEO of Techbrium Inc. He also serves as the Executive Director of the Cybernetic Self-Driving Car Institute. You can meet Lance at AI World 2018 where he is keynoting on driverless cars. He is currently a regular contributor as our AI Trends Insider, where he has recently authored over 160 articles and has published 11 books on the future of driverless cars.
Ernie FeiteiraLiberty Mutual Emerging Technologies and the Future of AI
Manager of Strategy & Innovation
Ernie has over 15 years of experience applying innovation and emerging technologies to solve business problems and create opportunity. He’s currently an innovation strategiest at Liberty Mutual Insurance and is managing or exploring a portfolio of initiatives focused on AI, IoT, RPA, VR/AR/MR, Connect Home, and other mega trends. Ernie cut his teeth at Merrill Lynch in Investment Banking. He then co-founded a several startups. He balances creativity and vision with financial rigor to drive opportunity. He earned a Bachelor’s degree at St. John’s University and MBA at NYU.
Susan FeldmanCognitive Computing ConsortiumCognitive Computing
Sheldon FernandezDarwinAIEmerging Technologies & the Future of AI
Sheldon Fernandez, CEO of DarwinAI, is a seasoned executive and respected thought leader in the technical and enterprise communities. Throughout his career, he has applied emerging technologies such as Artificial Intelligence to practical scenarios for enterprise clients. Sheldon is also an accomplished author and speaker. He has spoken at numerous conferences in numerous contexts, including Singularity University, the prestigious think tank in the Bay Area, and has written technical books and articles on many topics including both Artificial Intelligence and Computational Creativity. Through his career, Sheldon has coupled his entrepreneurial endeavors and engineering exploits with non-technical pursuits. He completed a Master’s degree in theology at the University of Toronto in 2008. He also pursued creative writing at Oxford University, and finally, completed a professional training program at the Montreal Institute for Genocide Studies in Mass Atrocity prevention.
Sanji FernandoOptumLabsGoing from Big Data to AI
Sanjeeva L. Fernando
Sanji is a Vice President and Head of the OptumLabs Center for Applied Data Science (CADS). CADS focuses on the application of new data science methods to solve complex health care challenges, applying breakthrough innovations in Artificial Intelligence and Machine Learning to create software prototypes.
Sanji joined UnitedHealth Group in 2014 from Nokia, where he created the Data Science team for Nokia. The Data Science team was responsible for launching the first big data computing cluster at Nokia to analyze user activity and engagement and design new product concepts from the insights generated from this cluster. Before that, Sanji spent 9 years at Nokia in a variety of corporate roles with Nokia’s Advanced Business Development team, Nokia Research and Nokia Ventures.
Prior to Nokia, Sanji was a co-founder and VP of Engineering of a venture-backed mobile software company, Vettro. Sanji began his career in consulting with Viant and Accenture.
Sanji is a graduate of the Trinity College with a bachelor’s degree in Computer Science.
Balazs Flink, MDBristol-Myers SquibbAI in Pharma
Balazs Flink, MD
Clinical Trial Analytics Lead, R&D Business Insights and Analytics
Balazs is a key R&D contributor to the company’s efforts to integrate analytics, strategy and insights capabilities to drive key decisions that generate greater outcomes for patients. His team provides predictive analytics, clinical trial feasibility and forecasting capabilities together with tracking, benchmarking and metrics generation for the R&D organization. Graduated as a physician, explored medicine from the academic perspective before he joined BMS in 2005. Balazs held roles of different functions in R&D before taking over the leadership of the Clinical Trial Analytics group in the newly formed Business Insights and Analytics organization in February 2016. His main goal in this new integrated analytics organization is to establish common consciousness in R&D and to connect strategy and execution through data and insights.
Jim FreezeInteractionsKeynote Breakfast Presentation
Chief Marketing Officer
Bio coming soon.
Walter FrickHarvard Business ReviewPlenary Session
Walt Frick
Sr Editor
Joseph FungKiiteSEMINAR - Building AI-powered Natural Language Solutions
CEO and Co-founder
Tsvi GalMorgan StanleyPlenary Session
Tsvi Gal
CTO Infrastructure
Tsvi Gal is a Managing Director and CTO of Enterprise Infrastructure at Morgan Stanley. Tsvi has over 25 years of technology and operations experience mostly in financial services global corporations.
Tsvi’s career included work as CTO and CIO in several banks including Merrill Lynch/Bank of America, Deutsche Bank and Wells Fargo as well as in non-banks including general partner of a private equity firm, president of AT&T.com and CIO of Time Warner Music.
Ryan GariepyOTTO MotorsAI Technology Solutions Theater
Ryan focused on the development of intelligent systems from the beginning of his engineering studies. The explosion of interest in this field in both industry and popular culture has solidified his belief that the ubiquitous presence of autonomous robotics is not far away. Ryan is personally driving this vision as the CTO of Clearpath Robotics and OTTO Motors. OTTO Motors provides industrial self-driving vehicles to the world’s biggest and most innovative brands for use in their manufacturing and warehousing facilities, while Clearpath Robotics is the world leader in platforms and support for academic and commercial field robotics research.

Ryan guides the development of OTTO Motors’ autonomous control software and self-driving technology while guiding the continued expansion of research platform lines and custom industrial automation solutions. He completed both a B.A.Sc. degree in Mechatronics Engineering and a M.A.Sc. degree in Mechanical Engineering at the University of Waterloo, and has over two dozen pending patents in the field of intelligent systems. His previous work experience included UAV user experience and control systems design at Aeryon Labs as well as deployment and systems analysis on what were the world's largest fleets of mobile robots at Kiva Systems (now Amazon Robotics).

He is a regular speaker in both international and national forums, ranging from technology focused lectures at major universities to policy commentary at the UN to live interviews with CNN, BBC, and the CBC. He is also a co-founder of the Robot Operating System developers’ conference, is on the board of directors for the Open Source Robotics Foundation and Next Generation Manufacturing Canada, and is an advisor for Exyn Technologies. In his copious amounts of spare time, he also advises film and media production companies on the topics of robotics and AI.
Nathaniel GatesAlegionPlenary Session
Nathaniel Gates is co-founder and CEO of AI accelerator firm Alegion, a provider of ground truth training data for machine learning initiatives. Prior to Alegion, he founded Cloud49, a successful cloud-computing solutions provider focused on the public sector. Nathaniel has a passion for evolving and enriching the global on-demand workplace. Nathaniel lived and worked in Alaska for 36 years prior to moving with his family to the much warmer climate of Austin, TX in 2012.
Ilya GelfenbeynGoogleAI Startup Pavilion
Head of Google Assistant Investments
Madhavi Gidh-Jain, PhDSanofiAI in Pharma
Senior Director, Head Medical Writing, Clinical Documentation
Twenty years medical writing experience in the pharmaceutical industry. Extensive managerial experience of medical writers across global locations. Worked as lead writer on numerous Health Authority submissions.
Inmar Givoni, PhDUber ATGPlenary Session
Machine Learning at University of Toronto, Autonomy Engineering Manager
Inmar Givoni is a Senior Engineering Manager at Uber ATG, Toronto, where she leads a team whose mission is to bring from research and into production cutting-edge AI for self-driving vehicles. She received her PhD (Computer Science) in 2011 from the University of Toronto, specializing in machine learning, and was a visiting scholar at the University of Cambridge. She worked at Microsoft Research, Intel, and Toronto startups at roles ranging from research scientist to VP of Big Data, applying AI to various problem domains from eReading to Robotics. She is an inventor of several patents and has authored numerous top-tier academic publications in the areas of machine learning, computer vision, and computational biology. She is a regular speaker at AI events, and is particularly interested in outreach activities for young women, encouraging them to choose technical career paths. For her volunteering efforts she was recognized as one of Canada’s 50 inspiring women in STEM.
Pawel Goduladeepsense.aiSeminar: Enterprise Machine Learning & Deep Learning
Pawel Godula
Director of Customer Analytics
Paweł oversees machine learning solutions focused on customer behavior and predictive modelling including demand forecasting, predictive maintenance and risk modelling. Prior to his current position he headed BCG Gamma’s office in Warsaw and a Chief Data Scientist at Netsprint group (one of the largest data ecosystems in Poland).
Jonathan GordonNYP Ventures at New York-PresbyterianAI in Healthcare
Jonathan Gordon
Jonathan Gordon is Director of NYP Ventures, the strategic venture capital arm of NewYork-Presbyterian, where he is responsible for managing the hospital’s venture investment fund, building strategic partnerships, and managing the hospital’s IP portfolio. Previously, Jon was a Director in NYP’s Office of Strategy, where he worked on projects ranging from launching the hospital’s Medicare accountable care organization to building a telehealth program. Jon is also Director of the Health Policy Center at New York-Presbyterian, which advocates for the role of Academic Health Centers in developing solutions for the American health care system. Jon serves on faculty at Weill Cornell Medicine and both teaches about leading healthcare transformation and directs the EMBA capstone program.
Prior to joining NYP, Jon helped found and served as Chief Operating Officer of EveryDay Medical, an e-commerce-based provider of durable medical equipment. Jon is a board member for NYCEDC’s Digital Health Breakthrough Network, a Director of Costs of Care, a not-for-profit dedicated to increasing cost awareness among clinicians, and a Mentor for the German Accelerator and Blueprint Health incubator. Jon holds a BA cum laude from Princeton University and an MBA with honors from Columbia Business School.
Vishal GossainScotiaBankEmerging Technologies and the Future of AI
VP of Retail Modeling and Analytics
Vishal Gossain is currently the vice president of global risk management responsible for all global regulatory and non-regulatory retail models, and application of artificial intelligence and machine learning for retail products. Vishal has held previous senior retail modeling, risk management, business strategy, P&L management and finance positions in Latin America and North America. Some of them include Head of credit risk for HSBC in Latin America, Head of credit risk for Capital One Canada and several other risk/business management positions in HSBC USA and consulting firms. Vishal currently sits on the board of MIT Computer Science and Artificial Intelligence Laboratory and University of Western post graduate program. Vishal holds an undergraduate degree in engineering from Indian Institute of Technology (IIT) Kharagpur and has completed his post-graduation in engineering from University of Texas at Austin.
Francis Govers IIIBell HelicopterImplementing Enterprise AI
Francis Govers
Autonomy Lead
Francis Govers is the designer of over 25 unmanned land, sea, air and space vehicles and is an expert in robotics and autonomy. He currently works at Bell Helicopter as autonomy lead for large unmanned systems. He is an Air Force veteran, spent 10 years at NASA, was head of control for the International Space Station, was deputy Chief Engineer for the US Army Future Combat Systems, and participated in the DARPA Grand Challenge. He received five outstanding achievement awards from NASA, the Pioneer Award by the National Space Society, and recognition from Scientific American for “World Changing Ideas”. Francis is author of the book “Artificial Intelligence for Robotics”, from Packt Publishing.
Munish GoyalIBMWorkshop: Deploying and Scaling Enterprise AI Systems
Munish Goyal
Chief Data Scientist & Assoc. Partner
Dany De GraveSanofiAI in Pharma
Dany De Grave
Senior Director, Innovation Programs and External Networks
Dany currently leads the implementation of various cognitive and other innovative technologies in departments like R&D and Regulatory Intelligence. NLP, machine learning, and advanced analytics are used to further our understanding of diseases and vaccination mechanisms, as well as the regulatory landscape. He also explores blockchain applications.
Dany is an engineer trained in biology and has over 20 years of industry experience at leading global vaccine companies GSK and Sanofi Pasteur. In various positions he contributed to the research, development, manufacturing and regulatory submission of both companies’ line of vaccines. Next to vaccine and automation projects he developed and lead forward-looking change initiatives like “Project M: An Experiment in New Ways of Working, Inspiring Engagement, and Unleashing Talents” for which the team received multiple international awards.
Ron GreenKUNGFU.AIWorkshop: Deploying and Scaling Enterprise AI Systems
Chief Technology Officer
Ron Green is Chief Technology Officer of KUNGFU.AI, an AI consulting firm focused on strategy, implementation and transformation. Ron is a serial tech entrepreneur and expert in machine learning. He's built several successful companies and worked in telecommunications, biotechnology, e-commerce, social media, and healthcare. Prior to KUNGFU.AI, Ron was CEO and founder of Thrive Technologies (acquired by CLOUD), ran software development at Ziften Technologies, Powered (acquired by Dachis Group), and Visible Genetics (acquired by Bayer). Ron holds an MSc with Distinction in Evolutionary and Adaptive Systems from the University of Sussex, and a degree in Computer Science from the University of Texas.
Stephen GreenOracle Corp

AI World Plenary Program

Stephen Green is a Director at Oracle Labs in Burlington, Massachusetts, where he is the Principal Investigator of the Machine Learning Research Group. His interests include scalable search systems, statistical NLP, and machine learning.
Steve GrobmanMcAfeePlenary Session
Steve Grobman
Senior Vice President, Chief Technology Officer
Steve Grobman is SVP and CTO for McAfee. He sets the technical strategy and direction to create technologies which protect smart, connected computing devices and infrastructure worldwide. He drives McAfee innovation and leads thousands of technical resources to deliver robust and sophisticated cybersecurity solutions that protect corporate and consumer assets. Grobman came to McAfee from Intel where he spent over two decades in senior technical leadership positions related to cybersecurity. He has published multiple technical papers and books, holds 24 U.S. and international patents in the fields of security, software, and computer architecture, with another roughly 20 patents pending. Grobman earned his bachelor's degree in computer science from North Carolina State University.
Jeremy GuUberStrategic Business Functions and AI
Jeremy Gu
Senior Data Scientist
Jeremy Gu is Senior Data Scientist of Experimentation Platform at Uber, San Francisco. He is responsible for Autonomous Decision Systems for internal teams to optimize business campaigns. The system combines both concepts of machine learning models and statistical experiments so that experimenters can optimize the business metrics while collecting data from statistical experiments.
Previously, Jeremy was Applied Machine Learning Scientist at Amazon, Seattle. He built a real-time bidding algorithm and flash deals recommendation on the Automated Advertising team and managed the projects on sales leads generation, product cross-sells recommendation and customer's AWS use case prediction on the Amazon Web Services Marketing team.
Jeremy received an MS in Statistics from the University of Washington and a BS in Mathematics and Statistics from the University of Minnesota. Jeremy is also a member of the American Statistical Association (ASA). He served as Chapter Vice President and Chapter Representative of ASA for three years.
Basker GummadiBayerAI in Pharma
Basker Gummadi
Digital Innovation Lead
Basker is a great visionary with a proven track record of driving innovation to enable strategic business objectives. He has vast experience in executing key strategic projects and cross-departmental programs across pharmaceutical research and development. His current focus areas are as follows:
  • Enabling innovation to drive new business models.
  • Optimizing Clinical Trials with Block Chain, AI, Robotic Process Automation, and Big data.
  • Leading a non-profit forum for digitalizing drug development and enabling precision medicine initiatives.
Basker is a resident of Somerset County, New Jersey and enjoys volleyball, cricket, volunteering his time in coaching, mentoring within the community, and serving Habitat for Humanity & Boy Scouts of America.
Anju GuptaSyngenta
Anju Gupta
Head of Sustainability Campaign
Anju Gupta is currently the Head of Sustainability Campaign for Syngenta. In her role, she will be responsible for managing the global social media analytics and campaign strategy for Syngenta. Prior to that, Anju led the corporate innovation at Monsanto. She and her team built a unique digital partnership platform that rapidly enabled digitization and adoption of Artificial Intelligence at scale. Monsanto received CIO100 innovation award in 2018 for her work on “Innovating through Partners”. Anju started her career at Monsanto as a statistical geneticist and transitioned into leading global analytical teams. As part of her career, she also successfully delivered long term strategies for Monsanto’s product portfolio. Anju is a Science Fellow and selected as YWCA Women Leader in 2014. She is a frequent invited speaker on Artificial Intelligence in Silicon Valley & New York and has also co-authored a book “AI in Business” by John Desmond. She serves as an Executive Board Member of AIWorld and NPower. Anju has a Ph.D in Quantitative Genetics from The Ohio State University and has 17 granted and published patents.
Sharad GuptaBlue Shield of CaliforniaAI in Healthcare
Sharad Gupta
Director of Enterprise Architecture
Sharad Gupta is a technology leader with extensive large-scale enterprise architecture strategy, technology strategy, IT roadmapping, solution architectures, and business solutions delivery background. He has led delivery of large-scale strategy and implementation programs in matrixed environments, involving complex business processes, and diverse technologies. He has deep background in application architectures, data architectures, modern architectures, emerging technologies, and digital transformations. Sharad is currently serving as the Director of Enterprise Architecture at Blue Shield of California and is responsible for the strategic direction, planning and delivery of enterprise architecture strategy, multi-year implementation roadmaps, technology selection, and architectures for large business transformation initiatives. Sharad is also a lecturer at the University of California, Davis, Graduate School of Management in the Master of Science in Business Analytics (MSBA) program. In this graduate level program, he is teaching the Data Design and Representation course that covers structured, semi-structured, unstructured) data design, relational & NoSQL database architectures, machine learning for text analytics, and enterprise data management and analytics. Sharad has an MBA (Technology Management and Marketing) from the University of California, Davis, Graduate School of Management and a BS in Computer Science.
Joseph HansenAspera, an IBM Company
Technical Sales & Delivery Executive, IBM Hybrid Cloud
What happens when you need a constrained resource to support growing demand? Joseph Hansen has been fascinated with that for most of his career. As an Offering Manager and Sales Executive with IBM’s Aspera products, Joseph helps people answer that question about network bandwidth, data management, and ultimately, their time.
John HarrsenGraphcoreEmerging Technologies and the Future of AI
VP Cloud Product Management
John Harrsen is Vice President of Cloud Product Management, responsible for leading Graphcore’s private and public cloud product strategy. Prior to joining Graphcore, John was Director of Product Management at Cavium. While there, he led product strategy and marketing for Cavium’s data center switching business unit. Before joining Cavium, John led Product Management for Broadcom’s private cloud and enterprise data center switching business. John earned a BS in Electrical Engineering from Northeastern University Boston, MA and a MS in Electrical Engineering from The Ohio State University Columbus, OH.
Ken HatanoToshiba Digital Solutions Corporation

AI & Real-Time IoT

Chief Specialist of Software & AI Technology Center
Ken Hatano is Chief Specialist in the Deep Learning Technology Department, Software & AI Technology Center, Toshiba Digital Solutions Corporation. He started his career on embedded system firmware development, including Web DVD player, ADSL WiFi Router. He studied information networking in the US. After developing BIOS on Toshiba’s laptop PC in Japan, he lived in Seattle to work with Microsoft for more than 3 years. Back to Japan again, started working on cloud and AI solution. Now, he focuses on strategic alliances by exploring partnerships to better leverage Toshiba’s AI/IoT solutions. He works as usecase lead of the OpenFog Consortium. He has extensive ICT (information and communications technology), software development, cloud and AI experience. He has a Bachelor of Science degree in computer science, a master’s degree in computational intelligence and systems science from Tokyo Institute of Technology, along with a master’s degree in information networking from Carnegie Mellon University.
Wayne HauberSynergi PartnersEnterprise AI Strategies Theater
Chief Innovation Officer
Wayne Haubner is Synergi Partners’ Chief Innovation Officer. Synergi Partners works closely with government agencies to ensure tax benefits are awarded to employers and helps meet the challenging needs of the community. Wayne’s most recent work with Puerto Rico’s federal and local governments has assisted businesses of all sizes in their recovery from last year’s devastating Hurricanes Irma and Maria. Wayne believes that technology and innovation can help ease the stress on businesses and drives his passion to seek out new ways to tame the diversity and volume of data available to government and commercial enterprises.
Tom HebnerNuance Communications, IncSEMINAR Building AI-powered Natural Language Solutions
Head of Innovation, Nuance Communications
Tom Hebner heads up innovation at Nuance, responsible for directing the strategy and research focus to bring impactful AI solutions to key vertical markets. Hebner has been building and perfecting applications that enable people to naturally talk to machines for nearly two decades. Part of the group of experts leading the market in the early days of conversational AI, Hebner pioneered deployment of some of the world’s first AI-powered enterprise IVR systems. He has a deep understanding of how to implement innovative technology into large, global brands’ complex architectures and is experienced in designing, building and managing enterprise-grade automation solutions. Hebner is a recognized industry thought leader when it comes to AI and well versed in speech and language understanding across channels – especially when it comes to UI design. Today, he is focused on managing some of the most strategic and innovative Nuance AI deployments, partnering with Fortune 500 customers to move the market forward and test new machine learning concepts for commercial viability. Hebner holds two Masters Degrees in Electrical Engineering from Princeton University and a BA from Villanova University
Peter Henstock, PhDPfizerAI in Pharma
Peter Henstock, PhD
AI & Machine Learning Lead
Peter Henstock is a Senior Manager in the Business Technology group in Pfizer. His role as AI & Machine Learning Technical Leader is working to bring AI technologies across the company. He holds a Ph.D. in Artificial Intelligence along with 5 Master’s degrees. He also teaches graduate level AI, Machine Learning and Software Engineering at Harvard University.
Bethany HillsMintzAI in Healthcare
Chair, FDA Practice
Bethany Hills is Chair of Mintz's FDA practice and leverages deep FDA regulatory experience and exceptional knowledge of the health care delivery system to help international and domestic health technology companies enter and navigate the US health care market. Bethany helps companies manage the full range of FDA regulation issues, from inspections and investigations through complex regulatory challenges affecting everything from product approvals and product labeling to collaborative research, supply, and distribution agreements.
Sara HoloubekLuminary LabsAI in Pharma
Sara Holoubek
Sara Holoubek is the CEO and founder of Luminary Labs, a consultancy that develops strategies and innovation systems to help Fortune 500, government, and nonprofit organizations thrive in the face of change. She is also an active early stage investor. Sara is particularly passionate about the thorny problems that matter such as stemming chronic disease, closing the skills gap, rethinking the future of work, and using data to make smart cities safer.
Sara writes and speaks extensively on the intersection of technology, innovation, and humanity. She has been recognized by LinkedIn as a 2017 Top Voice in Technology, Mashable as a female founder to watch, SmartCEO magazine as a 2017 New York Brava award winner, and PepsiCo WIN for her contributions to women in technology. Sara holds a B.A. from the University of Iowa and an M.B.A. from HEC in France.
Carl HortonIBMWorkshop: Deploying and Scaling Enterprise AI Systems
Carl Horton
Associate Partner
Clare Gillan HuangBabson CollegeCognitive Computing
Technology Operations and Information Management Lecturer
Julie HubertWorklandAI Startup Theater
MBA, President and Co-Founder
Julie Hubert is President and co-founder of Workland, a fast-growing privately-owned company specializing in recruitment technologies, solutions and services. Julie holds a Bachelor’s degree in Commerce from Concordia University, an MBA from McGill and through the years she has had the opportunity to work on creating & marketing some of the biggest brands in Canada. Julie is an active board member of PME MTL an organism whose mission is to finance high-potential SMEs, she is also Co-President of Technochic, a CEIM-led initiative to regroup and support women Presidents in the field of technology and she is actively involved with several not-for-profits. She is an active blogger, speaker, mentor and influencer focused on business topics related to entrepreneurship, artificial intelligence, recruitment & HR. Coming from a family of entrepreneurs, Julie always dreamed of starting a company from scratch. So, when the opportunity to revolutionize job search & recruitment came knocking, she quit her prestigious job in marketing to pursue an innovative entrepreneurial project in the fields of HR & IT. A clear vision, determination and the dedication of the many talented individuals who chose to follow her in her new mission contributed to bringing to life the first version of Workland’s technology in 2013. Today, Workland recruits, connects and places thousands of talented individuals in great jobs every year, across Canada and just recently in the US.
Philip HunterRethinkSEMINAR - Enterprise Machine Learning & Deep Learning
Research Fellow
Judith HurwitzHurwitz & AssociatesGoing from Big Data to AI
President and CEO
Judith S. Hurwitz is president and CEO of the Hurwitz Group – www.hurwitz.com – a consulting, research and analysis firm focused on emerging technology including cognitive computing, artificial intelligence, advanced analytics, hybrid cloud computing and management, software development and operations, and security and governance. She is an author, thought leader, technology strategist, and consultant. In 2015 Hurwitz coauthored Cognitive Computing and Big Data Analytics (Wiley, 2015). A pioneer in anticipating technology innovation and adoption, she has served as a trusted advisor to many industry leaders over the years. Judith has helped these companies make the transition to a new business model focused on helping businesses to anticipate and solve customer needs. She was the founder of CycleBridge, a life sciences software consulting firm and Hurwitz Group, a research and consulting firm. She has worked in various corporations including Apollo Computer, and John Hancock. In 2011 she authored Smart or Lucky? How Technology Leaders Turn Chance into Success. (Jossey Bass, 2011). She has co-authored numerous Dummies Books published by Wiley including Big Data for Dummies and Hybrid Cloud for Dummies.
Previously, she was the founder of CycleBridge, a life sciences software consulting firm and Hurwitz Group, a research and consulting firm. She has worked in various corporations including Apollo Computer, and John Hancock. In 2011 she authored Smart or Lucky? How Technology Leaders Turn Chance into Success. (Jossey Bass, 2011). She has co-authored numerous Dummies Books published by Wiley including Big Data for Dummies and Hybrid Cloud for Dummies.
Mary Margaret JacobsThe Johns Hopkins HospitalAI in Healthcare
Mary Margaret Jacobs
Director, Capacity Management
Mary Margaret Jacobs is the Director of Capacity Management at The Johns Hopkins Hospital. Her areas of responsibility include Admitting and Registration, Operating Room and Procedure Registration, Bed Management, and the Patient TV and Phone Program. In addition, she has recently accepted a new role leading efforts to manage hospital capacity for Johns Hopkins. In this role, Mrs. Jacobs leads institutional efforts at process improvement and has operationalized a one of a kind, hospital Capacity Optimization Command Center. Through her career at The Johns Hopkins Hospital, Mrs. Jacobs has been a nursing and hospital leader. She has managed nursing units for the Department of Medicine and developed programs for improving the patient experience. Mrs. Jacobs is a founding organizer of the JHH Patient Family Advisory Council, which has grown to more than seven councils with over one hundred patient advisors. She developed and implemented a centralized bed management program and is a business owner for the Epic Access System. She is a graduate of the Trenton State College School of Nursing and completed her Graduate Degree at the University of Maryland, School of Nursing in Gerontology and Nursing Administration. She also has received a certificate in the Business of Nursing from the Johns Hopkins School of Nursing.
Scott JamisonAskHRDefining the Future of Jobs in the Midst of AI Revolution
Scott Jamison is CEO of AskHR, an AI bot for HR and healthcare scenarios, and Jornata.ai, an extensible self-learning knowledge management solution. Scott has written several books on knowledge management and holds degrees in computer science and business. Reach him at scott@audseb.com.
Seth JamisonPure StorageGoing from Big Data to AI
Principal Solutions Architect, FlashBlade
Seth Jamison is a Principal Solutions Architect for FlashBlade at Pure Storage, where he is a senior technical advisor to engineering, product management, sales, marketing and presales leadership in the field. Since 2013, Seth has held various individual and presales leadership roles within Pure and has been a trusted advisor to his customers since moving into the data storage industry in 2000. Prior to Pure Storage, Seth spent eight years with Dell Inc., most recently as a Field CTO / Enterprise Technologist in the Office of the CTO.
Abby Everett JaquesMITPlenary Wednesday
Abby Everett Jaques
Postdoctoral Associate, MIT Department of Linguistics & Philosophy
Abby Everett Jaques teaches philosophy at MIT, where she received her PhD. She is the Ethics of AI project lead for the MIT Quest for Intelligence, and a co-organizer of MIT's Computational Cultures initiative. Her research concerns the nature of agency and its upshots for moral and political theorizing, especially as related to technology. She is also a Research Fellow in Digital Ethics at the Jain Family Institute, with whom she is developing an engineering ethics curriculum and assisting a task force for the City of New York in developing guidelines for the use of automated decision systems.
Kamal Jethwani, MDHarvard Medical SchoolSeminar: AI in Personalized Medicine and Digital Health
Kamal Jethwani, MD
Senior Director, Connected Health Innovation, Partners HealthCare (PHS), Assistant Professor
As the Senior Director, Dr. Kamal Jethwani leads the research and program evaluation initiatives at Partners Connected Health Innovation. He has designed and implemented multiple clinical trials; led predictive modeling efforts using behavioral parameters; and worked extensively with sensor technology, wearables, mobile applications, texting, and social media to deliver patient care. Kamal is currently exploring newer health delivery models, including employer-based health programs and online social-network-based programs. He focuses on technology-based models of health delivery and leverages behavior-change principles for preventive and supportive care. He tries, always, to personalize care and understand the behavioral motivations that dictate people’s health choices.
Deeksha JoshiLiberty Mutual InsuranceImplementing Enterprise AI
Managing Director, Corporate Strategy and Research
Deeksha is a Managing Director in Corporate Strategy and Research at Liberty Mutual Insurance. Being an Innovation Strategist (Transformational technologies), Deeksha spends her time researching disruptive trends, technologies and trying to understand the future of risk. She is a speaker, author and has over 15 years of experience working with multiple companies around the technology and innovation space. At Liberty, She helps thinks though and solve various strategic and operational challenges as Insurance industry is experiencing new trends and opportunities. Previously, she led property Innovation team in US Retail Markets. She authored 2 books on data & innovation: Data Driven Innovation & TheBigAnalytics. Before joining Liberty, she was an Executive at Strategy and Transformation group within Accenture’s management consulting organization and led large transformation projects. She has also created and ran her own IT consulting firm in India. When not wearing the futurist hat, Deeksha loves to hike, and learn what nature has to teach. She has received an MBA from Darden School of Business, Virginia and her Bachelors in Engineering from NSIT, Delhi. She also shares passion for sharing her thoughts via blog and supporting local Boston startups and supporting girls in STEAM initiatives.
Natalija Jovanovic, PhDSanofiAI in Pharma
Natalija Jovanovic, PhD
Head Digital Catalyst
Natalija Jovanovic is a Head Digital Catalyst in the Global Digital and Analytics team, supporting implementation of Sanofi's digital strategies. She has extensive experience in delivering digital solutions at AIG, the global insurer, and as VP of Innovation at Brown Brothers Harriman, a global commercial bank. Previously, Natalija was at McKinsey, the strategy consulting firm, and holds a PhD in electrical engineering from MIT.
Krishna KallakuridiwoCognitive Computing
President, Founder
Krishna’s visionary leadership and delivery of transformational BI and Analytics initiatives to leading Fortune 500's has landed the practice he has founded on the Midwest’s Fastest-Growing list. As CEO of DatafactZ, His passion for Advanced Analytics, Cognitive Technologies, and Artificial Intelligence have led to pioneering work. Krishna recently launched diwo, a unique cognitive decision-making platform developed by Loven Systems that reveals hidden business opportunities in real-time and empowers business users to act on them.
Jan Kanty Milczekdeepsense.aiSeminar: Enterprise Machine Learning & Deep Learning
Jan Kanty Milczek
Senior Data Scientist
Jan is one of the founding members of the data science team providing machine learning services for international customers. He has led projects focusing on cybersecurity. The team has placed in numerous competitions, including a a 1st place finish in the Kaggle Right Whale Recognition challenge. He has a strong computer science background as an award winner in informatics and a teacher of courses on algorithms and data structures. In his data science work, he places particular emphasis on validation routines.
Dan KaraWTWH MediaState of the Technology: Making Robots Intelligent, Cognitive and Aware
Vice President, Robotics and Intelligent Systems
Dan Kara is Vice President, Robotics at WTWH Media where he is charted with driving the company’s robotics initiatives including the Robot Report online portal and The Robotics Summit Conference and Exposition. Prior to joining WTWH, he was Practice Director, Robotics at ABI Research and Chief Research Officer for Myria RAS, both research and advisory services firms focused on automation, robotics and intelligent systems. Dan was also President of Robotics Trends, an integrated media and research firm serving the personal, service and mobile robotics markets. He was the developer and past chairman of the RoboBusiness Conference and Exposition series, the RoboDevelopment Conference and Exposition series, the RoboNexus Conference and Exposition series, and the CES Robotics TechZone. He holds a MS in Computer Science from Boston University.
Matt KarlynFoley & Lardner LLPEnterprise AI Strategies Theater
Co-Chair Technology Industry Team
William (Bill) Kassler, MDIBM Watson HealthCognitive Computing
MPH, FACP Deputy Chief Health Officer, Lead Population Health
Dr. Kassler has spent his career working at the intersection of clinical care and population health; as a practicing primary care internist, epidemiologist, health services researcher, public sector administrator and health policy expert. Dr. Kassler currently works at IBM Watson Health as Deputy Chief Health Officer and Lead Health Officer for Population Health, using big data, advanced analytics and AI to tackle the world’s most pressing health challenges. Prior to joining Watson Health, he served as Chief Medical Officer for the New England Region of the Centers for Medicare and Medicaid Services (CMS), and was a founding member in the CMS Innovation Center creating value-based purchasing initiatives to improve population health. Before that, he served as the State Health Officer for New Hampshire Department of Health and Human Services, with leadership and administrative roles in public health, social services and Medicaid. Dr. Kassler started his career at the Centers for Disease Control and Prevention (CDC) as an EIS officer, later serving as a medical epidemiologist, Branch Chief for Health Services Research and Evaluation, and as Senior Advisor for health policy in the CDC/Washington Office. He received his MD from the University of Massachusetts Medical School, an MS in nutrition from Case Western Reserve University, an MPH from Berkeley. He completed a primary care internal medicine residency at Brown, and was a Robert Wood Johnson Clinical Scholar at the University of California, San Francisco. Dr Kassler has been recognized with numerous awards from the United States Public Health Service, including the Surgeon General’s Meritorious Service Award. He is recipient of the NH March of Dimes Physician Leadership Award, and the Bi-State Primary Care Association President’s Award. He is a practicing internist at a Federally Qualified Health Center, and past president of the New Hampshire Medical Society.
Aditya KaulTracticaEmerging Technologies and the Future of AI
Research Director
Josh KellarBoston Consulting Group (BCG)AI in Healthcare
Josh Kellar
Partner and Managing Director
Josh Kellar is a Partner in the Chicago office of the Boston Consulting Group. He has worked across all health care sectors with a strong focus on genomics, advanced analytics and AI, individualized medicine and new payment models in Healthcare, particularly for providers. He is a core member of BCG's health care practice and the leader of BCG’s Global Scientist Network, with over 500 MDs and PhD consultants.
Prior to joining BCG, Josh earned a PhD from Northwestern University where his research focused on the use of carbon nanomaterials for use in targeted drug delivery and genomics, including a postdoctoral fellowship in oncology applications. He also holds an MA in poetry from Boston University and a BS from Georgetown University where he majored in physics and English.
Chida KhatuaEquBotEnterprise AI Strategies Theater
Chida Khatua, Founder & CEO of EquBot. EquBot is democratizing access to sophisticated Investment technology. Equbot is leading in using Artificial Intelligence in finding investment opportunities and quantifying the influencers of opportunities. Equbot innovative approach redefines how big data and AI can be used to disrupt finance industry. EquBot launched first AI powered ETF in NYSE and gathered more than $150M in 3months. EquBot is bringing customizable Portfolio at scale for millions of investors. Chida holds several patents to his credit. Chida started his career in CPU design at Intel and was director of engineering at Intel. Chida have also co-founded Bumper Glass an innovative Ad tech company. Chida holds Master from Indian Institute of Science and Stanford and MBA from Haas school of Business.
Keith KirkpatrickTracticaEnterprise AI Strategies Theater
Principal Analyst
Keith Kirkpatrick is a principal analyst contributing to Tractica’s User Interface Technologies practice, with a focus on emerging interface technologies for automotive, consumer, enterprise, and industrial markets. Kirkpatrick, who is based in New York, has more than 20 years of experience in a variety of research, marketing, and consulting-based fields. Kirkpatrick began his career as a financial and technology journalist, and has written for a wide variety of national and trade publications. He has authored a wide range of primary market forecast studies covering a range of technology and communications topics for private clients, market research companies, and his own firm, 4K Research & Consulting, LLC. He is a member of the Association of Independent Information Professionals (AIIP), and holds a BA in magazine journalism and sociology from Syracuse University.
David Kiron, PhDMIT Sloan Management ReviewExecutive Summit
Executive Editor
David Kiron is the executive editor of MIT Sloan Management Review where he directs The Big Ideas Initiative, a content platform examining macro-trends that are transforming the practice of management. Dr. Kiron has coedited two books on economics; coauthored 20+ journal articles and research reports on analytics, sustainability, and digital technology; and written 50+ Harvard Business School case studies. Dr. Kiron currently serves as an expert panelist on the Fraunhofer Institute’s Future of Operating Procedures project. He has a Ph.D. in philosophy from the University of Rochester and a B.A. from Oberlin College.
Brad KlenzSASAI & Real-Time IoT
Principal Systems Architect
Brad Klenz is Principal IoT Analytics Architect at SAS. His responsibilities include the design and integration of analytics required by SAS’ IoT solutions. His recent projects include the use of machine learning for energy and operational efficiency in smart building environments, and real-time streaming analytics for event identification on the power grid. He is a patent holder for streaming analytics methods for anomaly detection and event classification in IoT. He has contributed to research at NSF Engineering Research Centers at NC State University – the FREEDM center (power grid modernization) and the ASSIST center (nanotechnology healthcare wearables). Brad has presented at a number of industry conferences, including the IoT World Congress, IEEE Power & Engineering Society (PES), North American SynchroPhasor Initiative (NASPI), INFORMS Analytics, and Smart Cities Connect. He is a member of the Industrial Internet Consortium (IIC) and active in the Industrial Artificial Intelligence task group and the Testbed work group. He also participates in RIoT, a start-up oriented IoT group. Brad’s previous work includes analytics for digital marketing, such as marketing attribution, recommendation systems, and customer retention. He has a degree in Computer Science, with emphasis on numerical processing and economics, from North Carolina State University.
Kashyap KompellaRPA2ai ResearchGoing from Big Data to AI
Kashyap Kompella
Kashyap Kompella, CFA is CEO and chief analyst of rpa2ai Research, a global industry analyst firm for automation and Artificial Intelligence. Kashyap has 20 years of experience as an industry analyst, technologist and management consultant. rpa2ai helps customers with enterprise AI/Automation strategy and roadmap, technology selection and M&A due diligence on AI technologies.
Kashyap is widely recognized as a thought leader on AI and emerging technologies and has been quoted by the BBC, Quartz, Economist, Mint, Guardian, Forbes, Nikkei Asian Review, eMarketer, CMSWire, KMWorld, EContent, SearchCIO etc., and has presented at several global conferences. Kashyap has been a judge for EContent 100, a list of the Top 100 digital companies. Kashyap is the author of the forthcoming “Future Tense: Surviving and Thriving in the age of AI”.
Lalitha KompellaGenpactEnterprise AI Strategies Theater
CTO, Digital, Banking and Financial Services
Lalitha has twenty-seven years of experience across technology architecture, application services, and automation of business processes. She currently leads Genpact’s Intelligent Automation Consulting and serves as the Digital CTO for Global Banking and Capital Markets. Lalitha is instrumental in setting up Automation Centers of Excellence (COEs) for global clients across industries, identifying digital interventions for process transformation, and implementing automation solutions in robotic process automation (RPA) and artificial intelligence (AI). Previously, Lalitha was the Head of Application Services and North America delivery leader for HCL banking, insurance, and capital markets clients. Prior to joining Genpact more than two years ago, Lalitha was Global Leader for Wipro’s Transformation programs and Chief Architect for Wipro’s Emerging Technology initiatives. She has a Masters degree in Computer Science and Applications and a Bachelor’s degree in Electronics. She is based in New York City.
Benn KonsynskiEmory UniversityWorkshop: Deploying and Scaling Enterprise AI Systems
Prof of Information Systems & Operations Mgmt, Goizueta Business School
Douglas Krakower, MDBeth Israel Deaconess Medical CenterAttendee Roundtable Discussions
Douglas Krakower
Division of Infectious Diseases
Dr. Douglas Krakower is Faculty in the Division of Infectious Diseases at Beth Israel Deaconess Medical Center, Research Scientist at The Fenway Institute, and Assistant Professor in Medicine and Population Medicine at Harvard Medical School. His research focuses on ways to optimize HIV prevention in healthcare settings with a focus on implementing HIV preexposure prophylaxis (PrEP). Dr. Krakower and colleagues are using predictive analytics to identify patients who are at increased risk for HIV acquisition, and thus potential candidates for PrEP, using electronic health records data. This work represents a collaborative effort with researchers at Beth Israel Deaconess Medical Center, the Fenway Institute, and the Massachusetts Department of Public Health. His clinical practice encompasses general infectious diseases and HIV treatment and prevention.
Michael KrigsmanCSOTalkAI World Keynote Program
Industry Analyst and Host
Michael Krigsman is recognized internationally as an industry analyst and host of CXOTALK. As a columnist for ZDNet, Michael has written over 1,000 articles on topics related to innovation, digital disruption and leadership. His work has been mentioned more than 1,000 times in major newspapers, television, radio, trade publications, presentations, academic dissertations, blogs, and other media. Michael has been quoted in about 50 books, published in the Wall Street Journal, and is syndicated on important technology websites. Michael is often a judge in prestigious industry contests such as the CIO100 contest (CIO Magazine) and CRM Idol. He has presented to groups such as CIO Symposium (Cleveland), Oracle OpenWorld, Digital Enterprise Show (Madrdid), CIO Summit (Boston), D-Summit (Stockholm), Harvard University, Babson College, Seton Hill University, University College London, CIO Summit (Scottsdale), CT Executive Symposium, Federal Home Loan Banks, Boston University, Suffolk University, SAP Sapphire, NetSuite SuiteWorld, MIT CIO Symposium, Educause, CRM Evolution, SXSW, Cloud CIO, Minn. HR Tech Expo, CIO Mobility Innovation Summit, Enterasys Partner Advisory Council, Dynatrace Perform, SaaStr Annual, Center for Digital Strategies (Tuck School of Business at Dartmouth), Chief Digital Officer Summit (NYC), and others.
Devin KrotmanGlobal Learning XPRIZE | IBM Watson AI XPRIZE

AI Startup Pavilion and Theater Presentations

Devin Krotman serves as the Director of both the IBM Watson AI XPRIZE and Global Learning XPRIZE. In this capacity for the last three years, Mr. Krotman oversees all complex operational aspects of these large programs - including, but not limited to project management, fiscal management, knowledge management, and risk management. Mr. Krotman is passionate about tackling the world’s grandest challenges from education to disaster prediction and firmly believes AI technology will help humanity get there. With nearly a decade of experience in management consulting and international development prior to XPRIZE, Devin focuses on leveraging his problem-solving experience when it comes to helping run XPRIZE’s large scale competitions focused on innovative technology. Mr. Krotman holds a Project Management Professional (PMP) certification from the Project Management Institute. He also holds Bachelor of Science in Public Administration and Master of Public Administration degrees, both from James Madison University.
Srinivas KrovvidyFannie MaeEnterprise AI Strategies Theater
Director, Advanced Analytics Enablement
Dr. Srinivas Krovvidy (Srini) is Director and Head of Advanced Analytics Enablement group at Fannie Mae overseeing analytic transformation journeys of various teams and development of data science applications. His experience includes leading enterprise shared services such as business rules & BPM. He received multiple awards from AAAI (Association for Advancement of Artificial Intelligence) for development of innovative applications. Srini received his PhD in machine learning and published 20+ articles in international journals, magazines and conference proceedings in the areas of machine learning and AI. He is a senior member of ACM (Association for Computing Machinery) and member of AAAI.
Kurt KuckeinDDN StorageAI in Pharma
Senior Director, Marketing
Kurt Kuckein is Sr. Director of Marketing for DDN, based in Silicon Valley with responsibilities of Product and Corporate Marketing. Kurt joined DDN in 2015. Prior to joining DDN, he worked at EMC in the Data Protection Division, Silicon Graphics in the Storage Solutions Group, and CGNET’s hosted management services.
James KuffnerToyota Research Institute Advanced Development (TRI-AD)AI & Real-Time IoT
Prior to being named chief executive officer at TRI-AD in March 2018, James Kuffner was the chief technology officer at TRI. Before joining TRI, he was a research scientist and engineering director at Google from 2009 to 2016. He was part of the initial engineering team that built Google’s self-driving car. In 2014 he was appointed head of Google’s robotics division, which he co-founded.
Vishal KumarAnalyticsWeekImplementing Enterprise AI
CEO, President
Tolga Kurtoglu, PhDPARCPlenary Session
Tolga Kurtoglu, PhD
Dr. Tolga Kurtoglu is CEO of PARC, a Xerox company, which is in "the business of breakthroughs.” Practicing open innovation since being incorporated in 2002, PARC provides custom R&D services, technology, specialized expertise, best practices, and intellectual property to Xerox’s business groups, Fortune 500 and Global 1000 companies, startups, and government.

Dr. Kurtoglu oversees PARC’s R&D investments for Xerox and its innovation portfolio for commercial clients and government agencies in a diverse set of focus areas and competencies including human-centered innovation services, intelligent agents and systems, clean energy, smart packaging, machine learning and analytics, security and privacy, printed electronics and digital manufacturing.

Motivated by his passion for bringing innovations to market, Dr. Kurtoglu specializes in leading cross-functional teams to apply science and technology to develop creative solutions to real-world problems. Since joining PARC in 2010, he has held various leadership roles focusing on R&D management, product strategy, and technology commercialization. In his early years at PARC, he pioneered the formation of PARC’s digital design and manufacturing (DDM) program. Later he created and led the System Sciences Laboratory by building a technology portfolio across hardware, software, and process technologies. In both roles, he managed multi-million-dollar R&D investments and product strategy encompassing several platforms and market offerings, and led successful transition of inventions from an R&D output to commercial software systems and services. Prior to PARC, he was a researcher at NASA Ames Research Center, and a mechanical design engineer at Dell Corporation.

Dr. Kurtoglu’s own research was focused on computation and artificial intelligence applied to design and manufacturing of complex systems, and application of preventive and predictive analytics techniques to engineered systems. He received his Ph.D. from the University of Texas at Austin and M.S. from Carnegie Mellon University, both in Mechanical Engineering. He holds a bachelor’s degree in the same field from Orta Dogu Technical University (ODTU).

He has published over 80 peer-reviewed articles and papers in leading journals and conferences in his field, and regularly serves in organizational leadership roles for the ASME, AIAA, AAAI, Design Society, and Prognostics and Health Management Society. He is the recipient of the IEEE Best Professional Paper Award at the Prognostics and Health Management Conference, IEEE Best Application Paper Award from IEEE Robotics and Automation Society, NASA Ames Technical Excellence Award, PARC Excellence Award, PARC Golden Acorn Award, and the Best Design Award in “Dexterous Robot Hand” Design Competition.
Jason KurtzHarte HanksWorkshop: Deploying and Scaling Enterprise AI Systems
Executive Director, Analytics
Jason has more than 20 years of experience in marketing consulting, digital media and CRM. Since 2005 Jason has led the development and implementation of database marketing capabilities, analytical solutions and strategic programs in a wide variety of industries for leading companies including Dell Technologies, DirecTV, T-Mobile, and Limited Brands.
Dale KutnickGartnerPlenary Session
Dale Kutnick
Senior Vice President, Emeritus, and Distinguished Analyst
Dale Kutnick is a Senior VP, Emeritus, and Distinguished Analyst at Gartner. He works with CIOs and senior business leaders to help them better manage and exploit technology innovation to drive business outcomes. From 2007-13, he was global leader of Gartner's Executive Programs, which more than doubled its contract value and dramatically enhanced customer engagement. Kutnick is a regular speaker at Gartner events, and works directly with numerous CIOs and senior executives on IT-enabled business strategies.
Kutnick “re-joined” Gartner in 2005 as part of the META Group (METG went public in ‘95, and grew to $100B by 2000) acquisition; he was its co-founder and Chairman of the Board and also served as President, CEO and Research Director from its inception in 1989 until 2003. In addition to his operational duties, Kutnick led the development and management of content quality. Before co-founding META Group, Kutnick was EVP of Research with Gartner and an Executive Vice President at Gartner Securities. He was also Exec Director of Research at Yankee Group, and a principal at Battery Ventures. He was on the Board of Directors of First Albany Corp. and Broadpoint Securities from 2005-08. He currently serves on the board of i.c.Stars (Chicago), on the board of Riverkeeper (New York), and on the IT Advisory Boards at Danbury Hospital and World Food Program.
Kutnick is a graduate of Yale University. He is also secretary of the Dale and Laura Kutnick Foundation, which contributes funds to nonprofit education, medical, environmental and socially responsible causes.
Adam Landman, MDBrigham and Women’s HospitalAI in Healthcare
Adam Landman, MD
Vice President and CIO
Adam Landman, MD, MS, MIS, MHS is Vice President and Chief Information Officer at Brigham Health (BH), Assistant Professor of Emergency Medicine at Harvard Medical School, and an attending emergency physician at BWH. He is an expert in information systems development and implementation. He led a three-year, $7 million custom software development project to move BWH Emergency Department clinicians from paper-based to electronic documentation. Over the past three years, he helped oversee the implementation of Epic and several critical laboratory information systems. Dr. Landman has also designed and developed mobile apps to securely capture and store clinical images and to improve electronic medication administration and reconciliation. He also created the BWH Digital Health Innovation Group to spur hospital use of digital technology as well as facilitate appropriate use of digital tools by clinicians, innovators, and researchers. As CIO, he is currently responsible for the stabilization and optimization of the EHR, all other hospital information systems, and digital health innovation.
Jessica LangdorfNuance Communications, Inc.Emerging Technologies and the Future of AI
Jessica Langdorf
Director, Digital Engagement Lab
As Director, Digital Engagement Lab at Nuance, Jessica Langdorf brings 20+ years of operational planning and process improvement experience with 10+ years in the digital optimization area for telecom, financial services, and retail industries. Jessica is responsible for strategic solution design and online engagement best practice definition, execution, and optimization.
Danny Lange, PhDUnity TechnologiesPlenary Session
Danny Lange, PhD
Vice President of AI and Machine Learning
Dr. Danny Lange is VP of AI and Machine Learning at Unity Technologies. He joins from Uber, where he was Head of Machine Learning. At Uber, Danny led the efforts to build the world’s most versatile Machine Learning platform to support Uber’s hyper growth. As VP of AI and Machine Learning, Danny leads Unity’s efforts around AI (Artificial Intelligence) and Machine Learning.
Previously, Danny was General Manager of Amazon Machine Learning -- an AWS product that offers Machine Learning as a Cloud Service. Before that, he was Principal Development Manager at Microsoft where he led a product team focused on large-scale Machine Learning for Big Data. Danny spent eight years on Speech Recognition Systems, first as CTO of General Magic, Inc., then through his work on General Motors OnStar Virtual Advisor, one of the largest deployments of an intelligent personal assistant until Siri. Danny started his career as a Computer Scientist at IBM Research.
Danny holds MS and Ph.D. degrees in Computer Science from the Technical University of Denmark. He is a member of ACM and IEEE Computer Society and has several patents to his credit.
David LedbetterChildren’s Hospital Los Angeles
David Ledbetter
Lead Data Scientist
Mr. David Ledbetter has an extensive and deep understanding of decision theory. He has experience implementing various decision engines, including convolutional neural networks, random forests, extra trees, and linear discrimination analysis. His particular area of focus is in performance estimation, where he has been able to accurately predict performance on new data in nonstationary, real-world scenarios, including detecting circulating tumor cells in blood, automatic target recognition utilizing CNNs from satellite imagery, make/model car classification for the Los Angeles Police Department, and acoustic whale call detection from underwater sonobuoys. Recently, he has been developing a Recurrent Neural Network to generate acuity scores and personalized treatment recommendations to optimize patient outcomes using electronic medical records from 15 years of data collected from the Children’s Hospital Los Angeles Pediatric Intensive Care Unit.
Michelle LiMITStrategic Business Functions and AI
Michelle Li
Director, MIT Master of Business Analytics Program
Michelle Li is the Director of the Master of Business Analytics (MBAn) program, a joint collaboration between the MIT Sloan School of Management and the Operations Research Center. Alongside MIT leadership and faculty, she helped to design and launch the program in 2015. Ms. Li currently oversees the MBAn program’s curriculum, admissions, corporate partnerships and overall strategic direction in order deliver the number one data science and analytics degree in the world. Prior to her work at MIT, Ms. Li served as the Director of the Global Technology Group at UBS Investment Bank. Ms. Li is a CFA charterholder and graduated from Cornell University with a Master of Engineering and Bachelor of Science in Computer Science and Operations Research.
Ser-Nam Lim, PhDFacebook Applied Machine LearningImplementing Enterprise AI
Ser-Nam Lim, PhD
Research Scientist Manager
Dr. Ser Nam Lim is currently a research manager at Facebook. He has led and conducted research in computer vision for over a decade. His research interests in computer vision currently are focus on adversarial learning, transfer learning and intent recognition. He is an evangelist of computer vision that generalizes while also being passionate about computer vision applications that change the world. His current work at Facebook is a direct testimony to this where he is leading a team of computer vision scientists and engineers to develop the next generation of algorithms that are capable of protecting the safety of Facebook platform by automatically understanding images and videos that are posted on Facebook in large quantities.
Shi-Wan LinThingswiseAI & Real-time IoT
CEO & Co-Founder
Dr. Lin brings 20+ years of broad technology and business experience from Intel, Sarvega, Lucent Technologies and Motorola to the company. Prior to founding the company, he was a chief technologist in the IoT Strategy and Technology Office at Intel. Dr. Lin co-chairs various technical groups for the Industrial Internet Consortium (IIC), the National Institute for Standards and Technology Cyber-Physical Systems Public Working Group, the Joint Task Group between Platform Industrie 4.0 and the Industrial Internet Consortium.
Edy LiongosariAccentureAI & Real-Time IoT
Chief Research Scientist
Edy Liongosari is Accenture Labs’ Chief Research Scientist and Managing Director. In this capacity, he is responsible for the agenda and outcomes of Accenture Labs’ applied technology research across all seven Labs locations globally. The research defines the future for large enterprises, shapes the technology market and creates strong business results for our clients. Edy has been with Accenture for over 25 years. Prior to his current role, he lead the Systems and Platforms Research Group, which covers key technology areas such as the Industrial Internet of Things, High Performance Computing, Model-driven DevOps, Data Engineering, Services and Analytics. He also was the head of Accenture R&D Labs in Bangalore, India for a number of years, where he led a global team of R&D personnel to industrialize Accenture’s system development process. Edy and his team have received numerous patents and awards for innovation. A copy of his research work has also been placed into the Smithsonian’s permanent research collection.
Craig LipsetPfizerAI in Pharma
Craig Lipset
Head of Clinical Innovation
Craig Lipset is Head of Clinical Innovation within Global Product Development at Pfizer. Craig’s team is impacting clinical research through digital tools, innovative research approaches and game-changing collaborations. Craig previously served as Venture Partner in Pfizer Venture Investments (Pfizer’s VC arm), where he focused on diversifying the company’s $50M annual budget for private investments in the areas of diagnostics and health technology. Craig was also Senior Director in Molecular Medicine, where he spearheaded initiatives driving innovation in clinical research and personalized medicine by drawing upon tools from health information technology, telemedicine, and eHealth. Craig brings over 15 years of leadership and innovation in the field of drug development. He previously served as Associate Vice President of Program Management at Adnexus Therapeutics (acquired by Bristol-Myers Squibb), and on the founding management team for Perceptive Informatics (now part of PAREXEL International). Craig has been listed among the PharmaVOICE most inspiring people in the life sciences, Pharmaceutical Executive’s Emerging Leaders, CenterWatch Top Innovators, and AlleyWatch Who's Who in eHealth. He serves on the Editorial Board for Therapeutic Innovation & Regulatory Science. Outside of Pfizer, Craig serves on the Board of Directors for the People-Centered Research Foundation, Foundation for Sarcoidosis Research and MedStar Health Research Institute, and is a Mentor at health tech accelerator Blueprint Health.
Rivka LittleGlobal Payment Strategies, IDCExecutive Summit
Research Director
Rivka Gewirtz Little is Research Director for IDC Financial Insights responsible for the global payments practice. Ms. Little’s core research coverage includes the transformation of payment networks and technology, including the global move to real-time payments, as well as the connected banking ecosystem. Before joining IDC, Ms. Little lead the product marketing organization at financial crime and compliance technology provider NICE Actimize. Ms. Little worked with the Actimize product team to expand enterprise AML and fraud prevention systems with AI and advanced automation.
Andrew W. LoMIT Sloan School of Management Plenary Session
Andrew W. Lo
The Charles E. and Susan T. Harris Professor, Professor of Finance, Director of the Laboratory for Financial Engineering
Andrew W. Lo is the Charles E. and Susan T. Harris Professor at the MIT Sloan School of Management and director of the MIT Laboratory for Financial Engineering. Andrew is faculty co-director of the newly launched Fintech@CSAIL initiative. He received his Ph.D. in economics from Harvard University in 1984. Before joining MIT’s finance faculty in 1988, he taught at the University of Pennsylvania’s Wharton School from 1984 to 1988. He has published numerous articles in finance and economics journals (see http://alo.mit.edu/), and has authored several books of which the latest is Adaptive Markets: Financial Evolution at the Speed of Thought. His research interests include algorithmic trading, risk management, evolutionary models of financial markets and human behavior, machine learning models of consumer credit risk, and applications of secure multi-party computation to financial regulation and cybersecurity risk measurement. His awards include Alfred P. Sloan Foundation and Guggenheim Fellowships, the Paul A. Samuelson Award, inclusion in Time Magazine's "100 Most Influential People in the World" in 2012, the 2017 Harry Markowitz Award, the 2017 Global Association of Risk Professionals Risk Manager of the Year, the 2018 CME Group and BarclayHedge Pinnacle Achievement Award, and awards for teaching excellence from both Wharton and MIT.
Scott LundstromIDCExecutive Summit
Group Vice President & General Manager
Scott Lundstrom is a long time industry analyst focused on the transformative and disruptive nature of technology. Mr. Lundstrom has been focused on IT driven business innovation and change in a variety of industries and settings. Mr. Lundstrom is an expert on the emerging third platform, and speaks regularly on the future of cloud, analytics, mobility, and social media to digitally transform and radically alter the process and services offered to customers in the marketplace.
Jai MalhotraApplied IntelligenceAI Technology Solutions Theater
Amanda L. Brown
Managing Director
Bio coming soon.
Marc MancherDeloitte Consulting LLPEnterprise AI Strategies Theater
US Government and Public Services Robotics & Intelligent Automation Lead
Marc Mancher is a Principal in Deloitte Consulting and serves as the Global Public Sector Robotics Leader. Prior to his current role, he led Deloitte’s commercial Insourcing and Outsourcing Advisory business lines. Over the past 25 years, Marc has advised, built, run, sourced, and/or operated IT, HR and Finance shared services and call centers internationally for household names such as Google, IBM, T-Mobile, USAA, Anthem, and various government entities. In addition to Marc’s significant professional operations experience, he recently completed 30 years of Active and Reserve service in the US Navy with prior duty on the ground in Afghanistan. In 2017, Marc was awarded the Innovator of the Year award from the Washington Business Journal, and can be frequently discovered in media channels, such as The Financial Times, Fortune Magazine, WSJ, Government Computer News, FedScoop, Inside Supplier Management, and a variety of other publications.
Robert MartinMITRE CorporationAI & Real-Time IoT
Sr. Secure SW and Technology Principal Engineer
Robert A. Martin, Senior Principal Engineer of the MITRE Corporation and member of the Industrial Internet Consortium Steering Committee has dedicated his career to working on solving some of the world’s most difficult problems in systems and software engineering—including cybersecurity, Y2K, and application security and assurance. Much of his work has focused on the interplay of risk management, cybersecurity, and quality assessment and assurance. Over the past 17 years, Martin has applied his expertise to international cybersecurity initiatives such as CVE, CWE, CQE and assurance cases which each have large active vendor and research communities.
Brad MaschoNCI
Chief Artificial Intelligence Officer
Brad Mascho serves as NCI’s chief artificial intelligence officer. In this role, he is responsible for leading NCI's artificial intelligence (AI) initiatives and strategy. Before joining NCI, Brad co-founded CrossChx, Inc., a proven AI provider in commercial healthcare. Brad also served as an advisor to several fast-growing technology startups. He also spent a decade advising members of Congress and was an executive at a leading insurance association. Brad earned a B.A. and M.A. from Miami University in Oxford, OH.
John Mattison, MDKaiser PermanenteAI in Healthcare
John Mattison, MD
John has always been drawn to analysis of complex interactive systems. His interest in evolutionary and marine biology produced a lens of teleology that informs how he approaches complex system issues. That lens helps sequence, converge and map disparate technologies into solutions that address fundamental human needs and aspirations. As a physician he practiced in a wide variety of clinical specialties and venues, from hospital intensivist to primary care and preventive medicine, and he was a founding physician for LifeFlight Helicopter Trauma system and the Hyperbaric medicine programs at UCSD. While continuing his practice he was appointed Chief Health Information Officer for the largest Kaiser-Permanente region, SCAL. He assembled one of the best clinical informatics and integrated clinical operations teams completed KP’s digital transformation project a year ahead of schedule and $267M under budget. One of the critical priorities now is to reduce the burden of EHRs and the impact on physician burnout, which is where machine learning can play a powerful role. He has immersed himself in numerous technical and socio-behavioral disciplines to accelerate the usability and use of digital data resources for the advancement of health, wellness and happiness. He was founder of the XML standard for health record exchange, known as the CDA, CCD, and cCCD, served as a member of the SNOMED International board, and has contributed to standardizing data ontologies across many fields, including phenomics (EHR/PHR data), genomics, proteomics, and neurosciences (as a member of the Ontario Brain Institute Advisory Board). He is currently experimenting with various use cases where distributed ledgers can be applied to health information to support how individuals can more safely and productively participate in both their own health care and in the advancement of medical science. He is an advisory board member for the NIH funded “Ethics and Policy for Creating a Medical Information Commons” for the Precision Medicine Initiative. He teaches various aspects of health technology, policy, and leadership at many universities, including UCSD, Stanford, UCLA, UCSF, and Singularity University, where he speaks and conducts workshops at the Exponential Medicine course every year. He was led several workgroups for the Global Alliance for Genomics and Health (GA4GH), and he recently led a roundtable at the National Academies of Science, Engineering and Medicine on the future roles that blockchain and homomorphic encryption can play in genomics research and practice. He has published on a wide variety of topics, including co-editing the 2018 textbook on Health Information Technology, and has received various awards for contributions across many intersections of healthcare, health IT, informatics and policy. His professional passion is the convergence, operationalization and scaling of multiple exponential technologies and he is actively engaged in a wide range of projects involving ontologies, big data and predictive analytics, NLP and machine learning, data visualization, IOT, blockchain, genomics, microbiomics, privacy, health policy, mobile health apps and wearable sensors, and virtual care/telemedicine and cybersecurity, and he serves on the California State Task force on Cybersecurity. He is in the early stages of designing and planning a drone infrastructure for rapid delivery of clinical services through a wide variety of use cases. He serves on the boards of several philanthropic organizations focused on improving early childhood experiences and advancing restorative narrative in journalism. John has mentored scores of startups in health IT internationally on a pro bono basis. One of his current passions in anticipating the unintended consequences of machine learning, and the risks associated with advanced generalized intelligence, to stimulate a broader public discussion of how to mitigate those risks and minimize the inherent biases towards social inequity and isolation. His personal passions include underwater photography, surfing, and spending time with family, friends, and his golden retrievers.
Mainak MazumdarNielsenSeminar: Enterprise Machine Learning & Deep Learning
Chief Researcher Officer
Mainak Mazumdar is a Data Science executive with 20+ years of experience in Data and Technology businesses. As a C-level executive in both tech start-up and publicly trade firms, Mainak has demonstrated leadership in building world-class teams and driving innovation for growth. An expert in digital transformation, Mainak is leading business transformation through Machine Learning and AI.
As the Chief Research Officer with the Nielsen Company, Mainak leads a team of 1000+ Data Scientists focused on driving innovation and re-imagining the Nielsen measurement business through Machine Learning and Artificial Intelligence. Mainak is a member of CEO’s Nielsen Global Leadership team. Before this second tenure with Nielsen- when he had led innovation for the firm, Mainak developed Data Science team and products for Simulmedia, a Data Management Platform for Programmatic TV. Prior to Simulmedia, as the Chief Strategy Officer of GfK, Mainak led digital transformation for the measurement company. Earlier in his career, Mainak spend several years with Ad Tech start-ups, including DoubleClick Inc. (acquired by Google), where he led research and analytics for adserver products.
Mainak holds an undergraduate international economics degree from the American College, witzerland and has an M.A in Demography from Brown University. He lives in Brooklyn with his wife, son and a dog.
Mary McKennaInteractionsAI Bot Workshop
Amanda L. Brown
Director, Product Management
Bio coming soon.
Jelani Akil McLean, EdD, MPABlueCross BlueShield AssociationAI in Healthcare
Jelani Akil McLean, EdD, MPA
Managing Director, Clinical Platforms
Jelani Akil McLean is the Managing Director, Clinical Platforms for the Office of Clinical Affairs (OCA) at BlueCross BlueShield Association (BCBSA). McLean is responsible for the development, implementation, and management of all platform-based businesses in OCA, which includes the Evidence Positioning System™ (EPS), Evidence Street™, and the Fast Network StarSuite™. Prior to his current role, McLean was responsible for leading the Network Economics practices within the division, where he focused on health and healthcare markets that benefit from and/or affected by the network effect. In that role, McLean led the development of business applications such as Evidence Street™ and Community Health Management Hub® (CHM Hub®). Specifically with CHM Hub®, McLean implemented a framework for Social Determinants of Health and HubMatch™. McLean has also served as an expert advisor to the National Quality Forum (NQF) for the Episode Grouper Criteria project in 2014. Prior to joining BCBSA, McLean was a Senior Analytic Consultant at Blue Health Intelligence (BHI), where he was responsible for leading national health economic and outcome measures programs, including serving as the Analytic Project Lead for BCBSA’s Blue Distinction Centers™ Program for Specialty Care. McLean also led and implemented BHI’s Quality Assurance initiatives and operations, including creation and integration of repeatable quality control reports and analysis for enterprise-wide improved analytics. McLean received a bachelor’s degree in Psychology from Florida State University, later obtaining a Master’s of Public Administration and Doctorate, with research in Applied Mathematics for Economic & Decision Sciences.
Dipa Talati MehtaSandbox IndustriesAI in Healthcare
Dipa Talati Mehta
Managing Director
Dipa is a Managing Director at Sandbox Industries, a Chicago-based venture capital firm focused on implementing innovation by connecting established corporations with innovative startups and entrepreneurs. Dipa focuses on investing in healthcare innovation through the BlueCross BlueShield Venture Funds, a collaborative investment platform with over $575 million in capital and 30 Blue Plans participating. She currently serves on the board of directors of Oncology Analytics and a board observer at Contessa Health and BehaveCare. Prior to Sandbox, Dipa was at Amgen Ventures, the corporate venture fund of Amgen. Previously, she held positions at UBS in the Global Healthcare Investment Banking group and the Healthcare Fund at Paul Capital Partners, which invested in late-stage pharmaceutical and biotechnology companies. Dipa holds a BS from the New York University Stern School of Business and an MBA from the University of Chicago Booth School of Business where she received the Chicago Booth Leadership Award of Distinction. Dipa is also a Kauffman Fellow. She lives in Chicago, IL with her husband and twin baby boys.
William Meisel, PhDTMA AssociatesWORKSHOP - Building Intelligent Assistants & Chatbots
SEMINAR - Building AI-powered Natural Language Solutions
Chief Innovation Officer
William Meisel, Ph.D., president, TMA Associates, is publisher and editor of LUI News (formerly Speech Strategy News), a paid-subscription monthly newsletter launched in 1993, which covers the commercial applications of the Language User Interface. Dr. Meisel has authored the most comprehensive digital assistant product guide in the market today which covers 270+ intelligent assistant/Bot products and 125+ implementations – Digital Assistants and Bots: A Vendor Guide. He chairs the Conversational Interaction Conference for AVIOS, and he produces a ½ day workshop at our AI World event entitled “Building an Application-Specific Intelligent Assistant”. He is author of the 2013 book The Software Society, and a consultant on market and product opportunities created by the maturing of speech and natural language technology. His experience in speech technology includes founding and running a speech recognition company and authoring a technical book on machine learning. Dr. Meisel previously founded a venture-capital-backed speech recognition company, Speech Systems Inc., and ran it for ten years. Dr. Meisel’s experience combines a strong academic, technical, and business background. With a B.S. degree in Engineering from Caltech and a Ph.D. in Electrical Engineering from the University of Southern California/ Je was a professor of Electrical Engineering and Computer Science at USC, where he published over 70 papers and several books. He has been issued eleven patents in various areas of technology. After working in university research, Dr. Meisel launched and managed the Computer Science Division of an aerospace company, applying pattern recognition technology to a number of application areas, including target detection and intelligence data analysis.
Laurie MenoudBASF Venture CapitalGoing from Big Data to AI
Laurie Menoud
Investment Manager
At BASF Venture Capital North America, Laurie Menoud focuses on equity investments in early- and growth-stage companies with a focus on digital technologies. Previously, she led the creation of a dozen of new ventures at SRI International, with an emphasis on human augmentation and automation. She is passionate about entrepreneurship, bringing her experience working at startups and corporate innovation groups to successfully commercialize innovation.
Lisa MichaudAspect SoftwareSpecial Events: Building AI-powered Natural Language Solutions
Director of Natural Language Processing (NLP) R&D
Lisa Michaud is the Director of Natural Language Processing (NLP) R&D at Aspect Software, where she has been a central part of their program to create an intelligent customer self-service chatbot platform. She has more than 20 years of research experience in the field of Natural Language Processing. She holds a PhD in Computer Science and has been published in multiple international journals, workshops, and conferences in the fields of user-adaptive interaction and Computational Linguistics.
Raj Minhas, PhDPARCEmerging Technologies and the Future of AI
Raj Minhas, PhD
VP and Director of the Interactions and Analytics Lab (IAL)
Raj Minhas leads the AI research lab at PARC that focuses on people, their behaviors, and interactions with machines. The lab conducts research on all aspects of human-machine interaction including computer vision, conversation agents, explainable AI, and human-machine teaming.
Raj joined PARC in September 2013 and prior to that, he was the Director of Xerox Research Center India where he led its growth, development, and outreach for two years. He also held a variety of leadership roles at Xerox Research Center Webster including manager of analytics and large-scale computing research. Raj earned his M.S. and Ph.D. in Electrical and Computer Engineering from University of Toronto.
Norbert MonfortAssurantPlenary Session
Norbert Monfort
Vice President, IT Transformation & Innovation
Norbert Monfort serves as Vice President of IT Transformation and Innovation at Assurant. He also teaches IT-related topics as an Adjunct Professor at Florida International University. Monfort has worked in Information Technology at Fortune 500 companies for over 30 years in management and as a senior engineer. He has authored three science fiction books with "The Scalian Legacy" being the latest, best-selling and best reviewed of his novels. Monfort earned his M.S. in Information Technology and his B.S. in Computer Science from Florida International University.
Kwame MonthropeAccentureWorkshop: Deploying and Scaling Enterprise AI Systems
Global CRM Executive
Kwame is a senior marketing & service strategy executive at Accenture that has ‘battlefield’ experience in developing and directing Corporate level Customer Management (CM) and Customer Relationship Management (CRM) strategies to drive organizational improvement. He has broad experience in leveraging brand-building strategies that optimize visibility, market expansion, and profitability on a national and international scale.
Henry MorrisHenry Morris AnalyticsGoing from Big Data to AI
Henry Morris
Henry Morris founded analytics research at IDC and writes on analytic applications and the need for ethical controls and governance of intelligent system. His career has ranged from teaching analytic philosophy to writing and speaking on analytics software. He is currently researching and writing a book on augmented intelligence.
James D. MurrayCVS HealthAI in Healthcare
James D. Murray
VP, Clinical Informatics and Interoperability
James Murray, MS, CPHIMS is Vice President, Information Technology for MinuteClinic at CVS/Caremark. He is responsible for the all systems and solutions to support over 800 walk in medical clinics.
Mr. Murray works to support a medical practice of over 2500 providers by enabling the efficient use of technology in the clinical setting. MinuteClinic maintains a strong focus on collaboration with medical systems in the communities we serve. The integration of medical records with their affiliate institutions across the country helps to improve continuity of care and enable communication around all aspects of a patient’s care.
Mr. Murray has over 20 years’ experience in Healthcare Information Technology at BWH, MGH and Partners Health. Mr. Murray is a member of the Board of Directors for eHealth Initiative in Washington, D.C. He holds a bachelor’s degree in economics from the University of Nebraska and a Master of Science in Medical Informatics from Northwestern University.
Vivian K. Mushahwar, PhDUniversity of AlbertaPlenary Session
Dr. Mushahwar is a Professor in the Division of Physical Medicine and Rehabilitation. An engineer by training (electrical), Dr. Mushahwar obtained her Ph.D. in biomedical engineering from the University of Utah. Research in the Mushahwar lab focuses on many aspects such as the restoration of standing and walking after spinal cord injury and the detection and prevention of deep tissue pressure sores using functional electrical stimulation (FES) techniques. The Mushahwar lab is working with other groups of the Project SMART team to develop implantable devices that utilize intraspinal microstimulation (ISMS) to stimulate the “control centre” for standing and stepping in the spinal cord and thereby restore this ability after spinal cord injury. In addition, in collaboration with researchers in the Stein, Chan, and Dukelow research groups, Mushahwar’s lab is developing a garment to detect and prevent the onset of pressure sores in wheelchair and bed ridden patients.
Krishnan NandabalanInveniAI Corporation

Enterprise AI Strategies Theater

President and CEO
Dr Nandabalan is focused on AI and ML to transform innovation across biopharma. The platform he has created melds human judgment, comprehensive data sets, and ML to identify hidden connections to anticipate future opportunities and challenges. He has pioneered the application of AI in drug re-innovation (spinout NASDAQ:BTAI).
Eric NeumannAidakaAI in Pharma
Eric Neumann
CEO & Founder
Dr Eric Neumann is CEO and founder of AIDAKA, a deep learning technologies and services company started last June of 2017. AIDAKA leverages the solution finding power of deep learning systems together with existing prior biomedical knowledge, to solve many pharmaceutical and healthcare challenges.
Dr Neumann is a recognized world expert in semantic information and data modeling for the life sciences, and has worked on many information standards initiatives for the pharmaceutical and life sciences. Dr Neumann was vice president of Knowledge Informatics at Foundation Medicine, responsible for organizing FMI’s knowledge assets and supporting knowledge discovery initiatives.
Dr Neumann has co-founded several other companies, including Selventa, Clinical Semantics, and Pangenx, and Beyond Genomics, a systems biology company. Dr Neumann was also the Global Head of Knowledge Management for Sanofi-Aventis.
Dr Neumann is a graduate from MIT and holds a PhD in neurobiology, developmental genetics, and pharmacology from Case Western Reserve University. His post-doctorate research applied neural networks to genomic and phenotypic characterization of Drosophila mutations in Dr. Jeffrey Hall’s lab, the 2017 recipient of the Nobel Prize in Medicine.
Matthew O'Keefe, Ph.D.Oracle Corp

AI World Executive Summit

PVice President & Corporate Technologist, Cloud Business Group
Dr. Matthew O’Keefe is a corporate technologist in the Cloud Infrastructure group at Oracle, specializing in helping customers leverage the Oracle cloud to build out next-generation enterprise IT, and especially to deploy new cloud applications quickly. He spent nearly five years at Hitachi Data Systems in product R&D and delivery for enterprise storage and big data. Prior to Hitachi, Matthew started and sold two infrastructure IT companies, one focused on Linux storage management software and the other on cloud backup. He began his computing career with a Ph.D. at Purdue University in parallel computing and before entering the enterprise IT world, spent 10 years as a tenured professor at the University of Minnesota, developing parallel applications that leveraged very large scale computing systems, the precursors to today’s clouds.
Barry Olafson, PhDProtabit LLC AI in Pharma
Barry Olafson, PhD
Dr. Barry Olafson, PhD, has spent his career developing computational approaches to the study of proteins. He is one of the original developers of the Charmm molecular dynamics code that is extensively used in academia and industry to simulate the properties of proteins. In 2009 he co-founded Protabit with Stephen Mayo out of Caltech to develop computational protein design tools. This led naturally to incorporation of AI and machine learning approaches for protein engineering studies.
Jeff OrrAI WorldEmerging Technologies and the Future of AI
Conference Content Director
Jeff Orr is the Conference Content Director for AI World 2018. With nearly 30 years of experience at consumer startups, Fortune 100 enterprise, and industry analyst firms, he brings a pragmatic approach to complex topics. Most recently, Jeff was a research director at ABI Research focused on emerging technologies including AI, user interfaces, wearables, and mobile computing. Previously, he was responsible for wireless technology projects in corporate strategy for The Walt Disney Company.
His analysis and opinions on emerging technology have been widely published, in global publications including The Wall Street Journal, The NY Times, Financial Times, TheStreet.com, and Enterprise Mobility Exchange.
Pawel Osterreicherdeepsense.aiSeminar: Enterprise Machine Learning & Deep Learning
Pawel Osterreicher
Director of Strategy & Business Development
Pawel is responsible for creating and executing the company’s strategy and driving sales. Prior to joining deepsense.ai Pawel spent over 6 years as Management Consultant and Manager in The Boston Consulting Group, where he worked on a broad range of strategic, operational and analytical projects. Before BCG Pawel worked as an Associate in M&A Boutique and an Analyst at a mining company in Australia.
Leslie OwensMIT Sloan School of Management Cognitive Computing
Executive Director MIT CSR
Scott ParkerSinequaStrategic Business Functions and AI
Scott Parker
Director of Product Marketing
Scott has a deep history in the enterprise software business helping organizations to succeed by becoming Information-Driven. He has served in a variety of key roles including Software Development Lead, Professional Services Director, Business Solutions Consultant and Product Expert. Scott began his professional career as a Software Engineer and Systems Analyst with Bloomberg BNA. While at BNA, Scott earned a graduate degree in Software Engineering from Carnegie Mellon University and then went on to become a Senior Director at Vivisimo where he spearheaded the implementation of the company’s go-to-market strategy.
Scott was a founding member of the IBM Watson Group where his team engaged clients to explore the art of the possible around amplifying human expertise and alleviating the cognitive burden of knowledge workers in all areas of the enterprise. Scott joined Sinequa at the beginning of 2017 where he and his team work relentlessly to make sure stakeholders across the globe understand the real and potential benefits of becoming Information-Driven.
Aalpen Patel, MDSystem Radiology at Geisinger Health System, Pennsylvania AI in Healthcare
Aalpen Patel, MD
Dr. Patel is a physician engineer, informatician, active teacher and researcher, he has a special interest in machine and deep learning, mathematical modeling of biological processes, informatics and 3D printing. He is the Chair of Department of Radiology and the Medical Director for 3D Imaging and Printing laboratory for Geisinger and leads informatics efforts in Radiology. Dr. Patel has published 90 research articles, review articles, textbook chapters and abstracts and has given several lectures at regional, national and international radiology meetings.
Dr. Patel is an electrical engineer and clinically he is an Interventional Radiologist and his clinical research interests include dialysis access management and interventional oncology. He trained at Temple University Hospital and M. D. Anderson Cancer Center. Dr. Patel began his career in 2001 as Assistant Professor of Radiology at the University of Pennsylvania School of Medicine and an Interventional Radiologist at Hospital of the University of Pennsylvania.
He led Radiology and Interventional Radiology simulation program at Penn Medicine Clinical Simulation Center. He has been in various leadership positions at Geisinger for past 7 years. He is boarded in Diagnostic Radiology, Interventional Radiology and Clinical Informatics and a Fellow of the Society of Interventional Radiology.
Nick Patience451 ResearchPlenary Session
Nick Patience
Co-Founder & CRO
Nick Patience is 451 Research’s lead analyst for AI and machine learning, an area he has been researching since 2001. He is part of the company’s Data, AI & Analytics research channel but also works across the entire research team to uncover and understand use cases for machine learning. Nick has a long background in research into how applications can take advantage of data – in particular unstructured data – using AI and machine learning. He is a cofounder of 451 Research and rejoined the team in 2015 after almost three years running product marketing at machine learning-driven eDiscovery and information governance software company Recommind (now part of OpenText). He has held various senior management roles at 451 Research in both in New York and London since 1999. Prior to starting 451 Research, Nick was a financial and technology journalist with ComputerWire (now part of Datamonitor) in London and New York. Nick has a master's degree in computing science from the University of London, and a BA in Philosophy and Music from Middlesex University.
Brian PearceWells FargoImplementing Enterprise AI
Brian Pearce
Senior Vice President, Enterprise AI
Over his 25-year career in financial services, Brian has led a variety of business development, product management, project management, business analysis and product operations functions. During Brian’s 16 years with Wells Fargo, he and his teams have led large, multi-channel efforts including Mobile Remote Deposit, Apple Pay, P2P payments, Transfers, Bill Pay and the launch of an online brokerage platform. Brian was the head of the mobile banking function for Wells Fargo from 2011-2014, a period of explosive growth and innovation. Prior to Wells Fargo, he worked for both industry leaders such as First Data Corporation and Anderson Consulting, as well as a startup.
Antigone PeytonProtorae Law PLLCEnterprise AI Strategies Theater
Legal Innovation Advisor + Counsel
Antigone leads the Intellectual Property and Technology Law practice at Protorae Law in the Washington, DC area. Antigone's focus on IP and tech law issues includes a particular interest in social media, IoT, cybersecurity, blockchain, data analytics, and AI. A prolific speaker and technophile, Antigone regularly writes and speaks about the practical impact of privacy regulations, data security issues, cloud computing, cryptocurrency and blockchain tech, social media platform activities, and other technology law complexities. Before she joined Protorae Law, Antigone founded an intellectual property and tech law boutique firm and managed the e-discovery group at Finnegan in Washington, DC. Before law school, Antigone conducted scientific research involving biophysics and magnetic resonance studies at a large university medical center. All of these experiences sharpened her focus on the business impact of the law and the practical aspects of technology innovation. You can find her musing on Twitter's platform (@AntigonePeyton) and blogging at DecodingIP.com.
Karl PfeifferFunction (AI)Workshop: Deploying and Scaling Enterprise AI Systems
Principal Scientist
Karl D. Pfeiffer is a Principal Scientist with Function AI. Prior to joining Function AI, Karl served as an Air Force officer and faculty at the Naval Postgraduate School in command and control (C2) and decision support, using modeling, simulation and analysis (MS&A) to study full-spectrum combat from strategic planning to operational execution to tactical engagement. As both an active duty officer and Defense contractor he worked in building and improving human-computer interactions and machine-to-machine interfaces for Air Force and Intelligence organizations. He holds an MS in Computer Science from the Air Force Institute of Technology and the PhD in Atmospheric Science from North Carolina State University
Tom Plasterer, PhDAstraZeneca AI in Pharma
Tom Plasterer, PhD
US Cross-Science Director, R&D Information
Dr. Plasterer has pursued interests in bioinformatics, clinical informatics systems biology and biomarker discovery over the last twenty years in both industry and academia. He co-founded PanGenX (a Personalized Medicine/Pharmacogenetics Knowledge Base start-up), directed the project planning and data interpretation group at BG Medicine, and was an adjunct professor in the department of Chemistry and Chemical Biology at Northeastern University. He now leads FAIR data initiatives and is responsible for the data, analytics and information strategy within Research & Development Information at AstraZeneca. In these roles at AstraZeneca, Dr. Plasterer has established and executed the data, information and analytics strategy which includes knowledge representation, vocabulary & metadata services, semantic visualization, text analytics and business case development. This strategy has been deployed to build the competitive intelligence framework for R&D, a shared annotation capability and a linked analytics capability.
Molly PoppieNielsenSeminar: Enterprise Machine Learning & Deep Learning
Senior Vice President
Molly Poppie is a SVP Data Science at The Nielsen Company, a leader in independent measurement with over 50,000 associates in more than 100 countries. As the Global Data Science Methods leader at Nielsen, Molly is focused on integrating large data sources with Nielsen’s high quality labeled data. This includes using Machine learning techniques to create scalable, portable solutions that make these data usable for measurement across Nielsen’s Watch and Buy portfolios. Molly earned two Bachelor of Arts degrees in Sociology and Psychology and a Masters degree in Sociology from the University of Wisconsin - Milwaukee. She lives in Chicago, Illinois with her husband and son.
Mia PuzoNuance Communications, Inc.AI Technology Solutions Theater
Security SME Manager, Security Product Management
Mia Puzo first gained interest in biometrics while working as a UX designer in the Professional Services team. After learning more about it, she joined the Security team as a Manager and Fraud Prevention SME. She is experienced in guiding customers through security and fraud related aspects of biometrics deployments.
Shriram Ramanathan, PhDLux ResearchGoing from Big Data to AI
Shriram Ramanathan, PhD
Senior Analyst
As a Senior Analyst at Lux Research, Shriram leads the Industrial Big Data & Analytics team. He brings nearly 20 years of experience spanning technology development, business strategy and operations. Shriram has led cross-functional teams on multi-million dollar projects and has helped senior management develop a comprehensive understanding of new business opportunities in several emerging technology areas such as artificial intelligence, robotics, wearables, Internet of Things (IOT), healthcare, clean energy and advanced materials. He has negotiated alliances, identified and conducted due diligence on acquisition targets, and developed strategies for growing into new geographical markets. In addition, he has helped accelerate innovation within companies by establishing frameworks for lean innovation, design thinking, and business model design.
Prior to joining Lux, Shriram founded his own company to develop and commercialize IOT/wearable products to address needs in the healthcare sector. In addition to developing business growth strategy for his company, he also established detailed blueprints for sensor deployment and data analytics. Before that, he held positions at Cornell University, United Technologies and Evonik Corporation.
Shriram obtained his Ph.D. from the University of Minnesota.
Sam Ransbotham, PhDMIT Sloan Management ReviewEmerging Technologies and the Future of AI
Sam Ransbotham, PhD
Sam Ransbotham ia an associate professor and the William S. McKiernan '78 Family Faculty Fellow at Boston College’s Carroll School of Management as well as the MIT Sloan Management Review guest editor for its Artificial Intelligence and Business Strategy research initiative.
Dr. Ransbotham’s research interests include IT security, social media and the strategic use of IT. In 2014, he was awarded an NSF CAREER Award for his analytics-based research in security. His recent research appeared in Marketing Science, Management Science, MIS Quarterly, Information Systems Research and the INFORMS Journal on Computing. Dr. Ransbotham was also awarded one of eleven inaugural Google and WPP Marketing Awards to support research into how online media influences consumer behavior, attitudes, and decision-making.
Cathy ReeseIBMEmergingTechnologies and the Future of AI
GBS Integration Executive - The Weather Company
Catherine Reese is a Partner within the Cognitive Business Decision Support service line of IBM Global Business Services. The Cognitive Business Decision Support service line is focused on helping clients gain greater precision and predictability out of every business decision they make by applying cognition to fundamentally transform their business. Mrs. Reese began her career with IBM in 2004 after completing her Masters of Business Administration degree in Richmond, VA. She is an established program manager and has worked at numerous top financial institutions, providing a variety of analytical and technical experience to complex information management projects.

In March of 2010, Mrs. Reese joined the Business Analytics & Strategy Global team, where she helped build the global Analytics practice and solutions, in addition to a continued focus on client facing work. Mrs. Reese specializes in digital transformations that leverage enterprise and external data, agile and flexible architectures, and advanced analytics, including machine learning, to generate business outcomes.

Currently, Mrs. Reese is the Global Advanced Analytics Practice Leader. Her global team is responsible for helping clients integrate advanced analytics and data driven decisioning into their business.

Mrs. Reese also is the GBS Integration Executive for The Weather Company, which IBM acquired in January 2016. She is developing cognitive solutions that harness the power of weather and location data, and building up weather capability within Global Business Services.

2018, Just add weather: How weather insights can grow your bottom line
2018, Making AI the Killer App for Your Data – A practical guide for leveraging data to enable your AI Journey
2014, Analytics: The speed advantage – Why data-driving organizations are winning the race in today’s marketplace
2013, Analytics: A blueprint for value – Converting big data and analytics insights into results
Hadley ReynoldsCognitive Computing ConsortiumCognitive Computing
Co-Founder & Managing Director
Michael Ringel, PhDBoston Consulting Group (BCG)AI in Pharma
Michael Ringel, PhD
Senior Partner and Managing Director
Michael Ringel is a Senior Partner and Managing Director in BCG’s Boston office, and BCG's Global Topic Leader on Research & Product Development. Michael has worked for a range of biotech and pharmaceutical clients, with a focus on R&D Strategy, Operations and Organization.
Prior to joining the firm, Michael worked in academia, pursuing research in theoretical population dynamics and conducting field experiments in the Amazon basin near Manaus, Brazil. He has a B.A. summa cum laude in biology from Princeton University where he graduated #1 in the department, a Ph.D. in biology from Imperial College (NSF and Fulbright Fellowships awarded) and a J.D. cum laude from Harvard Law School. He sits on the Board of The Nature Conservancy in Massachusetts.
John RoeseDell TechnologiesAI & Real-Time IoT
John Roese is President & Chief Technology Officer of Dell EMC. In this role, John is responsible for ensuring Dell Technologies is at the forefront of the industry with ground-breaking technologies that anticipate customers’ needs across the Dell EMC portfolio. John and his organization provide the thought leadership and future-looking technology strategy needed to foster innovation and boost Dell EMC technology and R&D capabilities. John joined EMC in the fall of 2012 and was instrumental in shaping EMC’s technology strategy as the company embarked upon a new of growth and leadership across three of the most transformative trends in the history of IT – Cloud, Big Data and Trusted IT. Prior to EMC, John was Senior Vice President and General Manager of the North American R&D Centers at Huawei Technologies responsible for advanced technology development across the entire product portfolio ranging from photonics to cloud computing and consumer technology. Having previously served as CTO at four large corporations in the telecom and IT sector over the past two decades -Nortel, Broadcom, Enterasys and Cabletron. Through this experience, he has developed a broad understanding of the total ICT ecosystem and its diverse global customer base. In addition to his roles as CTO, John has been a Chief Marketing Officer and Chief Information Officer at publicly traded companies. This expertise has allowed John to become an extremely well-rounded senior executive and an expert in both establishing the long-term strategy of a company and the near-term tactical execution to reach those goals. John has sat on numerous boards, including ATIS, OLPC, Blade Networks, Pingtel and Bering Media. John is currently the Chairman of the Board of Cloud Foundry Foundation, the leading open source platform for cloud native applications. He is a published author, and holds more than 20 pending and granted patents in areas such as policy-based networking, location-based services, and security. In recent years, he has been honored by the Ottawa high-tech community by being named High Tech Executive of the year and one of the Forty Under 40 executives in Canada’s capital region
Larry RossInterContinental Hotels Group (IHG)Workshop: Deploying and Scaling Enterprise AI Systems
Larry Ross
Senior Operations Manager Global Service Support
Nicholas RoyMITPlenary Wednesday
Professor, MIT CS Artificial Intelligence Lab
My research has focused specifically on the problems that result from uncertainty in the world, such as sensor noise or unpredictable action outcome. Probabilistic, decision-theoretic models have proven to be ideally suited for state estimation in the face of uncertainty; I believe that such models can be equally useful for planning. For example, I have formulated algorithms for a class of planning models called Partially Observable Markov Decision Processes (POMDPs). The POMDP framework is a general model for planning with incomplete information, however, it suffers from substantial computational intractability. My contribution has been an approach for finding approximate policies for large (and currently unsolvable) POMDP models that are relevant to real world systems.
Tom RydenMassRoboticsSEMINAR - State of the Technology: Making Robots Intelligent, Cognitive and Aware
Executive Director
Thomas Ryden is the Executive Director of MassRobotics. MassRobotics is a non-profit organization whose mission is to help grow the next generation of robotics companies. Prior to joining MassRobotics Mr. Ryden was the founder and CEO/COO of VGo Communications, Inc. While at VGo Mr. Ryden oversaw the development and launch of the VGo telepresence robot.. Previously, Mr. Ryden was Director of Sales & Marketing at iRobot Corporation. Under his leadership iRobot secured over $300M in contracts and revenue from its government and industrial products increased from $2M to over $80M annually. In addition Mr. Ryden held roles in program management, overseeing the development of some of iRobot’s most successful products. Mr. Ryden serves as the co-chairman of the robotics cluster of the Massachusetts Technology Leadership Council and is on the Robotics Technology Advisory Panel for ASME. Mr. Ryden has a B.S. in Electrical Engineering from the University of Vermont and an MBA from Bentley University.
Manish SainaniSplunkAI Technology Solutions Theater
Director - Product Management
First ML Hire @ Splunk. Joined Splunk in Oct 2014 as a Product Manager responsible for incorporating Machine Learning and Advanced Analytics into the Core Platform and solutions. Prior to Splunk, lead Product Management for Azure Machine Learning (Azure ML), a fully-deployed ML SaaS on the Microsoft Azure Cloud and was responsible for taking the service live in Summer 2014 Diehard Seahawks fan!!!
Govind SandhuAntWorksPlenary Tuesday
Co-Founder and CFO
Govind has 20 years of work experience in the technology and outsourcing industry working with various Fortune 500 customers to design and deliver India leveraged outsourcing strategies. Deep operational and financial experience in building businesses having worked with varied commercial and operating structures. Extensive track record of business development in the US and UK markets, M&A and change management, including leading one of the largest captive acquisitions in India.
Parna Sarkar-BasuBrand and Buzz MarketingSEMINAR - State of the Technology: Making Robots Intelligent, Cognitive and Aware
Parna Sarkar-Basu, a tech advocate, helps companies navigate the digital era and created the robot technology category and ecosystem along with the founders of iRobot. Leveraging her two passions - technology and brand building - Parna humanizes corporate brands, builds thought leaders, simplifies the complex and creates industry buzz to elevate companies to new heights. She has been instrumental in propelling tech companies into innovation leaders in highly competitive markets, including artificial intelligence, robots, enterprise software, storage systems and mobile. Recipient of multiple awards, Parna has led marketing and communications functions for various global companies, including Kaminario, iRobot, iCorps Technologies, Invention Machine (acquired by IHS), and PTC. She now serves as a strategic advisor to entrepreneurs and CEOs in the U.S. and Europe, and works with their team on a variety of initiatives, including corporate and product positioning, new market entry and business and go-to-market strategy. She appears frequently as a speaker at key local and industry events -- from innovation and entrepreneurship to tech trends and emerging technologies. Parna also serves as the V.P. of Marketing for WITI (Women in Technology International).
Curt SavoieGlobal Smart Cities Strategies, IDCImplementing Enterprise AI
Curt Savoie
Program Director
Akash SavdhariaPatheerDefining the Future of Jobs in the Midst of AI Revolution
Akash is the Co-Founder & CEO of Patheer where he is leading the team to transform the way companies empower employees to navigate & grow their careers internally. Prior to founding Patheer, Akash was a Strategy & Operations consultant at Cognizant Technology Solutions where he consulted multinational Pharma and Biotech organizations including: Sanofi and Genzyme. Akash has Bachelors from the University of Arizona where he was a triple major in Information Systems, Operations, and Management.
Drew ScaranoWorkFusionAI Technology Solutions Theater
Vice President, Head, North American Sales
Drew Scarano is Head of North American Sales at WorkFusion. Drew has held various senior roles in sales for 18 years. His experience is in building & developing a world class sales force that continually out exceed quota goals. Drew received a BA in Economics & Marketing from Ottawa University.
Bill SchrankAntWorksAI Startup Pavilion and Theater Presentations
Senior Vice President, Sales
Bill began his career as an auditor and then CFO including a startup in the technology arena. Since 2000, Bill has worked for leading global service and advisory organizations helping multi-national clients across multiple industries achieve value from their shared services, outsourcing, offshoring, business transformation and intelligent automation journeys.
Tyler SchulzeVeritone Inc.

AI World Keynote Program

SVP, Veritone Partner
Tyler has over 20 years of diverse professional experience across multiple industries including software, media, entertainment, sports, and automotive. He currently oversees the Veritone partner ecosystem and associated Developer application, forging and managing strategic relationships with cognitive engine developers, application developers, and data product providers on a global basis. Prior to joining Veritone he held a variety of executive and general management roles at NHRA, Motor Trend Media, Fox Sports, Primedia, and eToys. He began his career in Operations and IT consulting at Deloitte. Tyler holds an MBA from UCLA Anderson and a BA in Economics & Management from Albion College.
Maria SchwengerHoneywell

Workshop: Deploying and Scaling Enterprise AI Systems

VP of DevOps
Maria N. Schwenger has established herself as a technology leader and strategist based on 15+ years of experience in software development in startup, corporate, and research environments. Starting as a data management and data governance specialist, she is extremely skilled in managing and analyzing large amounts of structured and unstructured data. She is also well-known as a strategy architect for her work in building cloud platforms and frameworks as well as for her work in areas like RDBMS/NoSQL, Cloud, IOT, and Cognitive/AI space.
Anthony Scriffignano, PhDDun & BradstreetPlenary Session
Anthony Scriffignano, PhD
Senior Vice President & Chief Data Scientist
Anthony Scriffignano in an internationally recognized data scientist with experience spanning over 35 years, in multiple industries and enterprise domains. Dr. Scriffignano has extensive background in linguistics and advanced algorithms, leveraging that background as primary inventor on multiple patents worldwide. He provides thought leadership globally. Recently, he briefed the US National Security Telecommunications Advisory Committee regarding reports to the President on Big Data Analytics and Emerging Technologies Strategic Vision. Additionally, Scriffignano provided expert advice on private sector data officers to a group of state Chief Data Officers and the White House Office of Science and Technology Policy. He also served as a forum panelist and keynote speaker at the World Internet Conference hosted by Chinese President Xi Jinping in Wuzhen, China. He was recently published in CIO Review, Huffington Post, Mint (India) and quoted in various publications including China Daily, Xinhua and Peoples Daily. He was profiled by InformationWeek and by BizCloud, and is a recurring CXOTalk guest. He regularly presents at business, government and academic venues globally regarding emerging trends in data and information stewardship, the “Big Data” explosion, artificial intelligence, multilingual challenges in business identity and malfeasance in commercial settings.
Rudina SeseriGlasswing VenturesAI World Keynote Program
Founder and Managing Partner
Rudina Seseri is Founder and Managing Partner of Glasswing Ventures, an early-stage venture capital firm dedicated to investing in the next generation of AI-powered technology companies. With over 16 years of investing and transactional experience, Rudina has led technology investments and acquisitions in startup companies in enterprise SaaS, IT software and data, marketing technologies and robotics. Rudina’s portfolio of investments include Celtra, CrowdTwist, Inrupt, SocialFlow, Talla and Zylotech. Rudina served as Entrepreneur-In-Residence for the Harvard Business School for 4 consecutive years and has most recently been named to the 2018 HBS inaugural group of Rock Venture Capital Partners. She is also a Member of the Business Leadership Council of Wellesley College. Rudina serves as Advisor for GSK Consumer, L’Oreal USA Women in Digital, and on the Philanthropy Board for Boston Children’s Hospital. She has been named a 2017 Boston Business Journal Power 50: Newsmaker, a 2014 Women to Watch honoree by Mass High Tech and a 2011 Boston Business Journal 40-under-40 honoree for her professional accomplishments and community involvement. She graduated magna cum laude from Wellesley College with a BA in Economics and International Relations and with an MBA from the Harvard Business School (HBS). She is a member of Phi Beta Kappa and Omicron Delta Epsilon honor societies.
Ganesan Shankar, PhDBabson CollegeCognitive Computing
Associate Professor Technology, Operations, and Information Management
G. Shankaranarayanan (Shankar) obtained his Ph.D. in Management Information Systems from The University of Arizona, Eller School of Management. His research interests cover three primary areas: (1) Modeling and managing data and metadata in information systems, (2) Managing data quality for decision support, and (3) economic perspectives in data management. His research has appeared in journals including Journal of Data Management, Decision Support Systems, Communications of the ACM, Communications of the AIS, Journal of Information Technology Management, Journal of Computer Information Systems, International Journal of Information Quality, ACM Journal on Data and Information Quality and IEEE Transactions on Knowledge and Data Engineering. His research has won the best paper awards at the International Conference on Information Quality (ICIQ) and at the Workshop of Information Technology and Systems (WITS). He serves as the Area Editor of the International Journal of Information Quality and as an Associate Editor of the ACM Journal for Data and Information Quality. Shankar has taught several courses ranging from introductory courses in information systems to advanced courses in data management and systems design. He received the Computer World Laureate honor from the Computer World Honors Program in 2008. He currently is a faculty in Information Technology Management in Babson College.
Yichen Shen, PhDLightelligenceEmerging Technologies and the Future of AI
CEO, co-founder
Yichen Shen is a co-founder and CEO of Lightelligence. He received his Ph.D. degree in Physics from MIT in 2016, where his research focused on nanophotonics and artificial intelligence. Through his Ph.D., Yichen has published more than 25 peer-reviewed journal papers and has filed 10 US patents, including first authored papers in Science, Nature Photonics, and ICML (the top machine learning conference). In 2017, Yichen received Forbes 30 under 30 Global and MIT Technology Review 35 Innovators under 35 (TR35) China.
Erica S. Shenoy, MD, PhD,Harvard Medical SchoolAI in Healthcare
Erica S. Shenoy, MD, PhD,
Associate Chief, Infection Control Unit, Massachusetts General Hospital; Assistant Professor of Medicine
Dr. Shenoy is an infectious disease physician at Massachusetts General Hospital, where she serves as Associate Chief of the Infection Control Unit. She is an Assistant Professor of Medicine at Harvard Medical School. Her research has evaluated the clinical, operational and economic impact of competing infection control strategies for methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant Enterococcus (VRE) through clinical research and mathematical modeling and leveraging electronic health records for infection control surveillance.
She collaborates with experts in machine learning on developing real-time risk prediction models for Clostridium difficile infection. She leads multidisciplinary efforts at MGH to reduce hospital acquired infections including Catheter-Associated Urinary Tract Infections (CAUTIs), surgical site infections, and to reduce the transmission of resistant organisms. As part of this work, and as the Healthcare Epidemiology Lead for MGH’s Clinical Data Animation Center, Dr. Shenoy has developed approaches for automated detection of ventilator associated events. Dr. Shenoy additionally serves as Medical Director of the MGH Ebola and Other Special Pathogens Treatment Center.
Michael ShepherdDell EMCAI Technology Solutions Theater
Lead AI Research Technologist, Dell EMC Support and Deployment Services, ISG
Michael leads AI Research and Technology for Support and Deployment Services providing vision and leadership for transformational initiatives. His 20yrs of experience in supply chain, manufacturing and services is foundational in his messaging that contextualized AI is key to #datamonetization.
Ted SlaterCrayAI in Pharma
Ted Slater
Global Head, Scientific AI & Analytics
Ted Slater is Global Head of Scientific AI & Analytics at Cray, Inc. He has also held senior roles in several large pharmaceutical companies, content providers, and biotechnology startups, including Pfizer, Merck, and Thomson Reuters. He is an expert in the application of artificial intelligence and semantics-based methods to pharmaceutical R&D and similar areas. He holds an M.A. in Molecular Biology from the University of California at Riverside, and an M.S. in Computer Science from New Mexico State University. He is based in Northwestern Lower Michigan.
Calvin SmithWiproAI & Real-time IoT
Director & Head of IoT Partner Engineering
As Director & Global Head of IoT Partner Engineering at Wipro, Calvin and his team combine Wipro IP & services with Partner products & offerings to create differentiated E2E Solutions designed to maximize Customer ROI. Prior to this role, Calvin led IoT Strategy & Organic Innovation at Dell EMC.
Richard Soley, PhDObject Management Group (OMG)AI and Real-Time IoT
Richard Soley, PhD
Chairman and CEO
Dr. Richard Mark Soley is Chairman and CEO of the Object Management Group®, also leading the Cloud Standards Customer Council™ the Industrial Internet Consortium®. Previously cofounder and former Chairman/CEO of A. I. Architects, he worked for technology companies and venture firms like TI, Gold Hill, Honeywell & IBM. Dr. Soley has SB, SM and PhD degrees in Computer Science and Engineering from MIT.
Shankar SrinivasanAdobePlenary Session
Shankar Srinivasan
Head of Engineering, AI/ML, Adobe Experience Platform
As Director of Engineering for Adobe Experience Platform, Shankar Srinivasan is focused on Adobe’s overall engineering vision for AI and machine learning. He’s responsible for helping brands unlock amazing customer experiences with Adobe Experience Platform by leveraging data, content, intelligent services and an open ecosystem. Shankar has over 20 years of experience in building highly scalable enterprise software.
Chad SteelbergVeritonePlenary Session
A visionary serial entrepreneur who has co-founded several highly successful internet software companies, Chad serves as the Chairman and CEO of Veritone. Chad has brought innovation and thought leadership to Artificial Intelligence, transforming businesses worldwide and solving human problems on a vast scale. With his brother, Ryan Steelberg, he has created tremendous shareholder and industry value by establishing AdForce, the world’s largest publicly traded, centralized, independent ad-serving solution, which received the Smithsonian Award for the Best Technology in 2000 before being sold to CMGI; 2CAN Media, the third-largest internet advertising sales organization, also sold to CMGI; and dMarc Broadcasting, the largest centralized radio advertising network company, sold to Google in 2006.
Andrew SteinSplunkAI Technology Solutions Theater
Principal Product Manager, Machine Learning and Advanced Analytics
Andrew Stein is a principal product manager at Splunk for machine learning and artificial intelligence. He’s spent the last 18 years as a programmer, architect, and data scientist building, delivering, and supporting mathematical modeled outcomes across multiple verticals including finance and IOT. He spends 80 % of his time preparing data for machine learning and 20% complaining about the need to prepare data for machine learning.
Stephen StrausKUNGFU.AIWorkshop: Deploying and Scaling Enterprise AI Systems
Managing Director
Stephen Straus is Managing Director of KUNGFU.AI, an AI consulting firm focused on strategy, implementation and transformation. In his career, Stephen has started, ran and successfully sold two companies and was also a Kauffman Fellow and General Partner at Austin Ventures, at the time the largest venture capital between the two coasts. He is a graduate of Colgate University and received his MBA from Harvard Business School. He is founding Chair of Impact:Dyslexia, a new non-profit focused on dyslexia, serves on the Engineering Advisory Board of the Cockrell College of Engineering at the University of Texas and is a former member of the Board of Directors of Sustainable Food Center and Austin Film Society. He is also currently spearheading The Startup Diversity and Inclusion Pledge and is a partner and mentor at Capital Factory. Stephen lives in Austin with his terrific wife and four great kids.
Benji SucherTD Bank (Layer 6 AI)AI Technology Solutions Theater
COO and VP
Benji is VP and COO (Layer 6 AI), TD Bank Group following the acquisition of Layer 6 by TD in January 2018. Prior to joining Layer 6, Benji was a VP of M&A and Integration at Constellation Software (TSX:CSU). At Constellation, he was responsible for acquiring, integrating and growing software companies around the world. Benji also worked in Private Equity and holds a CPA designation, which he obtained from PwC.
Manoj SuvarnaHewlett Packard EnterpriseAI Technology Solutions Theater
Amanda L. Brown
HPC & AI Category Manager
Manoj Suvarna is a product leader for the High Performance Computing (HPC) & Artificial Intelligence (AI) portfolio within Hybrid IT in N. America. In this role, his responsibilities span across product P&L, competitive positioning, marketing, sales & channels enablement and go-to-market activities.
Krish SwamyWells FargoImplementing Enterprise AI
Krish Swamy
Senior Vice President, Enterprise Analytics and Data Science
Krish Swamy is Senior Vice President in Enterprise Analytics and Data Science, part of Wells Fargo’s Data Management & Insights organization. In this role, Krish is the Data Science lead for Machine Learning and Artificial Intelligence. He has nearly 20 years of financial services and management consulting experience, spanning a wide range of analytic functions.
Krish is responsible for advancing cutting-edge data science and data engineering practices and is frequently engaged in applying new algorithms to long-standing banking and customer challenges that have defied solutions. He is also a key influencer in the overall Big Data direction at the bank, and he is redefining the practice and application of Business Intelligence through a consulting team. Krish has a passion for solving deep customer needs, driving an exceptional customer and employee experience, and connecting with the latest in technology to do so.
David SweenorTIBCO Software, Inc.Going from Big Data to AI
David Sweenor
Global Analytics & Industry Marketing Leader
David Sweenor has close to 20 years of hands-on business analytics experience spanning product marketing, business strategy, product development, IoT, BI & advanced analytics, data warehousing, and manufacturing. In his current role as the Global Analytics Marketing Leader at TIBCO, David is responsible for GTM strategy for the advanced analytics portfolio. Prior to joining TIBCO, David has served in a variety of roles – including a Business Analytics Center of Competency solutions consultant, competitive intelligence, semiconductor yield characterization, data warehousing and advanced analytics for IBM, SAS, Quest, and Dell. David holds a B.S. in Applied Physics from Rensselaer Polytechnic Institute in Troy, NY and a MBA from the University of Vermont.
Said TabetDellEMCAI and Real-Time IoT
Lead Technologist for IoT Strategy and OMG Board Member
Dr. Said Tabet Technology Lead, Industrial IoT and AI Strategy, Chief Architect for Intelligent Connected Vehicles, Dell Technologies Steering Committee member and Chair Testbed Subcommittee, IIC. Said Tabet is the Lead Technologist for IoT and AI Strategy and Chief Architect for Intelligent Connected Vehicles at DellEMC. Tabet is a member of the Object Management Group Board of Directors, Principal Dell EMC Representative to the Industrial Internet Consortium and member of its steering committee. Tabet is Chair of INCITS Secure Cloud Computing Group, ISO Editor of Cloud Security SLA. Tabet is a member of the Cloud Security Alliance International Standardization Council. With over two and a half decades in the industry, Tabet played the role of a Technology Advisor to large multinational companies, designed and delivered advanced technology solutions and build and deployed various AI products, and holds a number of patents. He contributes to technology innovation forums, standards and open source communities, guides startups through mentorship and coaching. Tabet works on challenges around Industrial IoT, intelligent connected vehicles, Artificial Intelligence, Big Data analytics and security, risk management and semantic data. Dr. Tabet is a regular speaker and panelist at industry conferences and international standards meetings, co-founder of RuleML, as well as an author and editor of several book series and articles.
Lolita TaubBackstage CapitalCognitive Computing
Lolita Taub
Lolita Taub is the Principal for Backstage Capital’s Headliner Fund I, and a millennial woman with a 9-year long career in B2B Enterprise Tech. Her interests lie in the intersection of AI and business. She’s followed AI for several years; interviewed investors, founders, and experts in the field; written an Enterprise AI series on Huffington Post; and given a TEDx talk on raising AI. Lolita has also been featured in Forbes' article: Why We Need More Women Taking Part In The AI Revolution.
Lolita’s background provides a unique perspective on how AI will impact people, the tech industry, and business innovation as a whole.
Michael Thormann, PhDOrigenis GmbHAI Technology Solutions Theater
Michael Thormann is co-founder of Origenis and leads its AI driven drug discovery technology platform MOREsystem® with a therapeutic focus on CNS drugs. He is the originator of the patent research platform Cippix(R), and a range of protein- and ligand-based drug design methods, QSPR, parallel evolutionary search algorithms, and multiparametric optimization techniques. He received his Ph.D. in biochemistry from the University of Leipzig in 1998 and held post-doctoral positions in Cheminformatics in Barcelona.
Michael ThomasSASAI & Real-Time IoT
Systems Architect
Michael Thomas is a patent-holding Systems Architect at SAS. His areas of investigation include ensuring data integrity from IoT systems, blockchain applications for AI systems, and the intersection of real-time IoT data visualization, cognitive computing and eXtended Reality devices such as smart glasses, VR headsets and mixed reality. He is the author of three books on programming topics dating back to 1996 and several papers and posts on analytics and data visualization topics.
Priyanka TiwariInteractionsAI Bot Workshop
Senior Product Marketing Manager
Bio coming soon.
Nguyen Anh TuanBoston Global Forum (BGF)Enterprise AI Strategies Theater
Nguyen Anh Tuan is the Director of The Michael Dukakis Institute for Leadership and Innovation (MDI), the Co-founder and Chief Executive Officer of The Boston Global Forum (BGF). Tuan is also the Founder and Chairman of the VietNamNet Media Group and the Founder and Editor-in-Chief of VietNamNet, Vietnam’s preeminent online newspaper. Additionally, Tuan was the Founder and CEO of VASC Software and Media Company and VietNet, the first Internet service provider in Vietnam. For his contributions to his native land, the Government of Vietnam named Tuan one of the nation’s 10 most outstanding young talents in 1996.
Vernon TurnerCauseway Connections LLC, Ecosystem (Singapore)Going From Big Data to AI
Principal & Chief Strategist, Executive Analyst
Globally recognized as one of the leading IoT authorities having started IoT research domains at IDC, and now an independent strategist specializing in the impact of IoT beyond sensors and connectivity. Continues to speak at international events, advises startup and multinational corporations within vertical industries such as retail, manufacturing, transportation, smart cities, and health care.
Gary TyremanUnivaEnterprise AI Strategies Theater
Gary Tyreman brings more than 20 years of executive leadership to his role as the President and CEO of Univa Corporation. As CEO, he leads all of Univa's global operations and is the architect of Univa's data center automation strategy, which combines the deep expertise of Grid Engine with Univa's solutions for optimizing and managing IT workloads including containers.
Denise ValentineAite GroupEnterprise AI Strategies Theater
Sr Analyst
Denise Valentine is a senior analyst at Aite Group in wealth management, focusing on investment management topics such as portfolio technology and related processes ranging from traditional portfolio systems to portfolio management techniques leveraged within digital advice platforms. Ms. Valentine further focuses on data analytics, artificial intelligence, and retirement industry trends, such as the Department of Labor fiduciary rule and the defined contribution segment. Ms. Valentine spent several years with Aite Group evaluating the institutional asset management market. She has supported clients in the selection of technology systems, the identification of product gaps, market entry initiatives, and vendor-firm acquisitions. Ms. Valentine is widely quoted in the press in publications including Financial Times, The Wall Street Journal, Reuters, BusinessWeek, NPR's Marketplace, and Pensions & Investments, among others. She has spoken at and attends industry events in the United States and Europe. Prior to joining Aite Group, Ms. Valentine worked in the global sourcing group at BlackRock, identifying high-risk vendors in business services segments. She was responsible for conducting vendor due diligence to identify and mitigate risk issues, defining contract requirements, and coordinating the firm’s ongoing vendor management program in her business segments. She has served as a senior analyst with research advisory firm Celent, looking at wealth and institutional topics, and as a business risk manager with GE Capital Services, where her responsibilities included acquisition integration activities, implementation of corporate risk policies, risk assessments, and project management in the United States and Europe. She is trained in Six Sigma black belt principles. Ms. Valentine also has 10 years in the areas of marketing, research, performance measurement, and portfolio administration for multimarket, multiproduct asset managers. In this capacity she held series 3, 7, 63 and 65 FINRA licenses.
Diego VenturanoHold, Inc
Diego Ventura, founded noHold Inc. in 1999 and raised $15M from Venture Capitalists. The company has created an AI platform, SICURA® that provides solutions to millions of users every day. The platform is patented (U.S. Patent 6604141) and award winning (Gartner Cool Vendor 2015 and 2017). noHold’s customers include Dell, McAfee, Cisco and a host of industry leaders. Prior to noHold, Diego was CEO and Founder of STEFRA Corp., a company focusing on video conferencing products. Diego has a B.S. in Computer Science from the University of Maryland. In 2014, Diego was knighted by the President of Italy with the “Ordine della Stella."
Afir ViraniDarwinAIEmerging Technologies
Arif Virani is COO at DarwinAI, a software company that is changing the way that developers design, optimize and monitor AI applications. At Darwin, he is responsible for shaping the company’s go-to-market strategy and product roadmap, as well as business operations. He started his career as a Software Developer, and then transitioned to McKinsey and Company where he was a leader in the Business Technology practice. He has helped Fortune 500 companies plan technology investments, enter new verticals, and implement large-scale initiatives. Arif completed his Master’s in Business Administration at the University of Pennsylvania’s Wharton School and his Bachelor’s in Applied Science (Computer Engineering) at the University of Waterloo.
John R. WalkerNovartisAI in Pharma
John R. Walker
Head of Core Data and Analytics, NIBR Informatics
John Walker is Head of Core Data and Analytics at the Novartis Institutes for BioMedical Research (NIBR) where he is responsible for leading a global team focused on integrating NIBR’s vast data resources and providing a data platform for data scientists to do their work. Previously at NIBR he was responsible for leading a team who provides IT systems to support pre-clinical safety, DMPK and early phase clinical development. Prior to joining NIBR in 2010, John worked at Infinity Pharmaceuticals for 8 years where he lead the development of Infinity's clinical IT systems and was responsible for data management. In addition to 10+ years of drug discovery and development experience, John also worked at Bowstreet, an enterprise software company, that was acquired by IBM. John holds a B.A in Biochemistry from Bowdoin College.
Yiqing Wang, PhDMicrosoftSEMINAR - Enterprise Machine Learning & Deep Learning
Data Scientist
James WeldenStrategic Sales WorkFusionAI Technology Solutions Theater
James Welden is currently the Vice President of Strategic Sales at WorkFusion and is responsible for the pragmatic identification and application of machine learning driven automation within financial services, insurance and healthcare operations. James has previously held positions in sales and consulting at Appian, Oracle, and E.C.C.
James WesterIDCExecutive Summit
Research Director, Global Payments
James Wester is Research Director for IDC Financial Insights responsible for the global payments practice. Mr. Wester’s core research coverage includes the evolution of payment networks and technology, developing fraud and security risks, and legal and regulatory issues. Based on his background covering the mobile payment space, Mr. Wester’s research also includes a particular emphasis on mobile and alternative payment methods and the threats and opportunities now facing the entire payment ecosystem from evolving mobile technologies.
David Weinberger, PhDHarvardCognitive Computing
Berkman Klein Center for Internet & Society
Eliot WeinmanAI WorldPlenary Session
Founder and Conference Chair
Mr. Weinman is Founder and Conference Chair of AI World. For the past two decades Eliot has been a successful entrepreneur and veteran high tech market expert. AI World was his fifth publishing start-up which he sold recently to Cambridge Innovation Institute. AI World and companion online magazine AI Trends have become the nation’s largest independent AI business event and integrated media platform covering the enterprise AI market. He previously founded and sold four leading publishing firms whose media products had become the largest in their respective industry. He has been a publisher, editor and author of numerous magazines, newsletters, books and research studies in diverse areas of advanced technology. His writings have appeared in publications such as the New York Times, Forbes, San Francisco Chronicle and The Washington Post.
Eliot received is M.S. in Computer Engineering from Boston University and completed a research fellowship in A.I. with GE and MIT where he worked on developing expert systems for the quality inspection of jet engine turbine blades. Before starting his first media business, he headed up the AI group at a top 10 property insurance company (Hanover Insurance) where he implemented one of the nation’s earliest commercial expert systems in underwriting and claims. He also headed advanced engineering groups at the MIT Draper Labs.
Eliot has created more than 200 events in emerging technology markets, including Mobile Commerce World, 4G World, Mobile Internet World, RoboNexus, RoboBusiness, Client/Server Computing and Application Development Conference & Expo. Mr. Weinman has partnered with, consulted to and sold his businesses to many of the industry’s leading computer hardware, software, publishing and research firms. He has taught courses at Northeastern University in AI and knowledge engineering. Previously he earned his B.S. in Accounting at SUNY Albany, and was a CPA for several large CPA firms.
Scot WhighamFunction (AI)Workshop: Deploying and Scaling Enterprise AI Systems
Scot Whigham
Scot Whigham is CEO of Function-AI and a visionary leader, with over 20+ years of AI, Technology, and Operations Experience. He is a graduate of Georgia Institute of Technology. He is a recognized business leader, focused on developing AI strategies and implementing AI for large enterprises.
He has worked in IT Operations since 1998 managing IT Service Desk Support, Network/Telecommunications, database administration, software development, and data center operations. His current focus is on technology organizational strategy, digital workforce technology, and operational excellence through data analytics.
His main focus is to understand and solve big problems for his customers.
Prior to Function AI, Scot was Director of Global IT Service Support at InterContinental Hotel Group.
Mr. Whigham and his team at the Intercontinental Hotel Group won the Technology Association of Georgia’s 2017 Most Creative Solution and Product Launch of the Year awards for their cognitive technology platform strategy and deployment.
Kesha WilliamsChick-fil-A CorporateAI Startup Pavilion and Theater Presentations
Senior Software Engineer
Kesha Williams is an award-winning software engineer with over 20 years’ experience specializing in full-stack web development. She has trained and mentored thousands of software developers in the US, Europe, and Asia while teaching at the university level. She routinely leads innovation teams in proving out emerging technologies and shares her learnings at conferences across the globe. In her spare time, she leads the Georgia chapter of Technovation, mentors women in tech, and conducts free "Hour of Code" workshops for children at her local library.
Kazuo Yano, PhDHitachi LtdPlenary Session
Kazuo Yano is a Fellow, Corporate Officer, Hitachi Ltd. He has pioneered the measurement and analysis of social big data. The wearable sensor for this purpose has been introduced as a historical wearable device by Harvard Business Review. He has succeeded quantifying the happiness by sensors and recent work on the multi-purpose AI has been applied to over 60 cases. He has applied over 350 patents and his papers are cited by over 2500 papers. His book, "The New Invisible Hand," is cited as one of top-10 business books in Japan in 2014. He is a Fellow of the IEEE. He received many international awards.
Les YeamansRTInsightsAI and Real-Time IoT
Founder & Executive Editor
Mike Zalis, MDHarvard Medical SchoolAI in Healthcare
Mike Zalis, MD
Associate Professor of Radiology
Mike Zalis has accrued experience as a developer, an academic physician, and an entrepreneur. Having studied computing and biophysics on East and West coasts of the US, he has pursued research and clinical practice at MGH since 2000, where he has focused on software methods to extend imaging interpretation and interventional procedures. Starting in 2012, he led the QPID development team at Partners healthcare, and eventually spun-off and co-founded QPID Health in 2013, a venture-backed, Boston based medical informatics company, which was was subsequently acquired in 2016.
Litao Zhang, PhDBMSAI in Pharma
Litao Zhang, PhD
Vice President, Leads Discovery & Optimization, Disease Sciences & Biologics
Litao Zhang is the Vice President of Leads Discovery and Optimization, a centralized function in Discovery that is a data generating engine for Bristol-Myers Squibb R&D. Her organization delivers comprehensive data packages from concept to first-in- human for over 200 projects annually across multimodalities and across all therapeutic areas.
Litao championed the Leveraging Technology Initiatives which delivered first-rate technology infrastructure across Research sites. Her team is one of the critical contributors for four commercially launched drugs: SPRYCEL®, FARXIGA®, DAKLINZA®, and ELIQUIS®. Litao has established new functional capabilities for biologics screening and translational research in addition to her responsibilities for driving BMS 2020 site transformation, enhancing Discovery capabilities in India and leading academic alliances in China. During the past 5 years, her team established 10 proprietary technology platforms for immune-oncology (IO), which played essential roles in supporting over 20 IO biologic drug candidate nominations.
Recently, she launched the BMS Network of Women as one of the co-founders with the vision to enhance female business impact through creation of a powerfully diverse and globally inclusive workplace. In 2017, she became a member of the Scientific Advisor Board (SAB) of the Innovation Center for Immune Therapy at Tsinghua University, Beijing, China.
Shanrong Zhao, PhDPfizerSeminar: AI in Personalized Medicine and Digital Health
Shanrong Zhao, PhD
Director, Computational Biology
More than twenty years of experience in computational biology with strong interdisciplinary skills in computer science, biostatistics, computational biology and machine learning. Shanrong recieved his Ph.D from The Chinese Academy of Sciences, and a second M.S in computer science from San Diego State University. He is a recognized pioneer in next generation sequencing, big data analysis, cloud computing and machine learning. In the past five years, he published more than 20 papers in the field of RNA sequencing and was invited to speak at more than 30 national and international meetings. Shanrong has led multiple cross-functional teams to successfully implement pipelines and informatics systems, including QuickRNASeq, QuickIsoSeq, QuickMIRSeq, Rainbow, Stormbow.
Alex ZhavoronkovInsilico MedicineAI in Pharma
Alex Zhavoronkov
Dr. Zhavoronkov is the founder and CEO of Insilico Medicine, a Baltimore-based leader in the next-generation AI for drug discovery, biomarker development, and aging research. Prior to Insilico, he worked in senior roles at ATI Technologies, NeuroG Neuroinformatics, the Biogerontology Research Foundation and co-founded YLabs.AI. Since 2012 he published over 100 peer-reviewed research papers and two books. He organizes the annual Aging Forum and Artificial Intelligence for Healthcare Forum at EMBO/Basel Life in Basel. Dr. Zhavoronkov is an adjunct professor at the Buck Institute for Research on Aging.