Machine Learning Expert Witnesses

Irvine, California

Software Engineering, Internet - Computer Science, Software Development, Mobile Software, Android, Java, Internet, Web, Distributed Systems, Software Architecture, Operating System, Database, Cloud Computing, Software Security, Artificial Intelligence, Machine Learning, Information Technology, Internet of Things, Embedded Systems

Highlights - Professor of Software Engineering, University of California, Irvine - 20+ years of experience in academia and industry - 50+ prior engagements in software-related litigation matters - 40+ prior testimonies in trials and depositions - Renowned author of 120+ peer-reviewed publications Formal Education - PhD, Computer Science, University of Southern California, 2007 - MS, Computer Science, University of Southern California, 2004 - BS, Information and Computer Science, University of California, Irvine, 2000 Academic Experience Sam Malek is a Software Engineering Professor in the Informatics Department within the School of Information and Computer Sciences at the University of California, Irvine. His research is in the field of software engineering, and to date his focus has spanned the areas of software design and architecture, distributed and embedded systems, smartphone and mobile computing, internet and web technologies, and software dependability and security. Re...

Stanford, California

Biomedical Engineering, Medical Devices - digital health, finite element modeling, cardiovascular disease, surgical devices, biomechanics, fluid mechanics, pediatric cardiology, pediatric devices, machine learning, artificial intelligence, computational modeling, coronary artery disease, congenital heart disease, artificial heart, stents

Dr. Marsden is a full professor at Stanford and head of the Cardiovascular BioComputational Lab. Dr. Marsden has broad expertise in cardiovascular disease biomechanics and computational modeling. She trained as a mechanical engineer (Princeton BS, Stanford PhD) with expertise in computational science and fluid mechanics before moving into the biomedical field. She has extensive experience with cardiovascular medical devices, including stents, ventricular assist devices, hemolysis and thrombosis, pediatric devices, catheters, and heart valves. She has a particular focus on computational fluid dynamics simulations and finite element modeling of the cardiovascular system, including the incorporation of machine learning and artificial intelligence into clinical decision making. She has worked extensively in pediatric cardiology, applying computational modeling to congenital heart disease for surgical planning and medical device evaluation. She has served as a consultant for medical...

San Carlos, California

Health Informatics, Software Engineering - Electronic Health Records, EHR, Electronic Medical Records, EMR, Interoperability, Health Information Exchange, Health Data Exchange, Internet, Database, Medical Apps, User Interface, Artificial Intelligence, AI, Machine Learning, Probability, Statistics, Bioinformatics, Intellectual Property

- A health I.T. expert with a medical degree, medical informatics doctorate, and 20 years of research and development experience in industry. - Adjunct faculty member at Stanford Medical School in the Center for Biomedical Informatics Research. - Extensive experience with Electronic Health Records (including audit logs) and related technologies - Has consulted as an expert witness on 11 cases since 2011, with 4 depositions and 1 trial testimony since 2019. - A track record of innovation in EHR product development, as well as consulting to health I.T. firms, healthcare provider organizations, pharmaceutical companies, government agencies, and litigators in intellectual property and medical malpractice cases. - Published author and experienced speaker. - Interests and skills include EHRs, clinical data modeling and standards, software engineering, clinical decision support, interoperability, health information exchange, health I.T. regulations, intellectual property law, and t...

Naples, Florida

Fraud, Investigation - Data analytics, machine learning, fraud, financial crime, forensic accounting, securities fraud, complex investigations, asset investigations, investment due diligence, proxy contests, shareholder disputes, risk assessment for mergers and acquisitions, public records research, public corruption, AML

Investigations director and research consultant. Former national award-winning investigative reporter and private investigative agency owner with 20+ years of experience specializing in complex investigations, public records research, and data analytics. Leading edge data analytics skills including Python, Jupyter Labs, R Studio, Alteryx, Microsoft Access, ESRI, QGIS. Coursework in machine learning. Master of Science in Accountancy, CPA candidate. Licensed investigative agency (#A2700239). Have provided investigative work to Fortune 500 companies, hedge funds, private equity firms, venture capital funds, foundations, family offices, private companies, law firms, and accounting firms. Have supervised and conducted investigations in the Americas, Europe, Asia, Middle East, Africa and Australia. Assist clients with assessing risk for mergers and acquisitions, public, private, and cross-border. Conduct extensive investigations for investment due diligence, asset investigations, litiga...