Dr Sujoy Kar previously served as Director Medical Services and Head, Quality Assurance & Clinical Research at Apollo Gleneagles Hospitals Kolkata. He holds MBBS and MD degrees, completed the ACE/Executive Program in General Management at MIT Sloan, and is a Certified Lean Six Sigma Master Black Belt from the Indian Statistical Institute. His academic appointments include Adjunct Faculty at IIM Calcutta, Adjunct Professor at The Apollo University, Honorary Professor at the University of Leicester, Co-Director of the Centre for Digital Health and Precision Medicine, and Regional Lead, MIT J-Clinic in India. He has led award-winning patient-safety and process-improvement programs and supervised 60+ FDA-approved clinical trials. Selected publications include AICOVID mortality prediction, AICVD cardiovascular risk scoring, the EASE framework for clinical AI, AI-LF liver fibrosis staging, and WEF guidance on responsible conversational AI. His interests include clinical AI, longevity-oriented prevention, precision medicine, implementation science, TDABC, living labs and digital health platforms.