Over the years, in roles ranging from a medical executive and accomplished author to researcher, laboratory medicine specialist, and presently a health tech startup advisor and Web3/AI speaker, Dr. Piniewski has underscored the imperative for individually specific health intelligence. As Web3 and AI advance new technical instruments, diverse stakeholders are desperate for a clear understanding of the path to society's next data-driven wealth inflection. Dr. Piniewski’s extensive experience in multidisciplinary collaborations has set the stage with notable milestones: . Book Launch regarding the Web3/AI transformation of Health: "Wealthcare: Demystifying Web3 and the Rise of Personal Data Economies. • Multiple academic papers covering Artificial intelligence approaches with the Semantic Mining of Social, Activity and Health (SMASH) collaboration with the University of Oregon, Kent State University, University of North Carolina at Charlotte and George Washington School of Nursing • Point of care test results transferred to the electronic recording using mobile technology (iSTOC, Finland) • Advancing the search for Breast Cancer markers in human tear samples (Ascendant Diagnostics, Arkansas US) • Authored the Personalized Medicine and Public health chapter for the Wireless Health textbook by Mehran Mehregany PhD (Case Western Reserve University,San Diego, CA)