With over 20 years of leadership in Data Analytics and AI, Dr. Roy is a pivotal figure in tech-driven transformations . He holds a working Ph.D. in Applied Machine Learning, a postdoc in Generative AI(LLM), and an Executive Degree in Business Strategy, recognized for his techno-functional leadership. Dr. Roy's experience spans Retail, Consumer Goods, Technology, Energy, Life Sciences, and Manufacturing, adeptly blending Enterprise Consulting, Strategy, Architecture, Development, and Executive Decision-Making. At Fortune 100 and boutique Analytics companies, he managed global P&L, sales, delivery, and defined corporate strategies, driving growth, customer success, and enhancing employee experiences. His expertise includes mergers and acquisitions, reflecting his multifaceted business acumen. In both analytics services and products, Dr. Roy has led strategic, analytics-driven initiatives in Healthcare, Pharma, and Financial Services. As an Executive Contributor to Forbes Technology Council, International Group of Artificial Intelligence, 3AI Thought Leaders Circle and Analytics India Magazine, he regularly publishes articles and delivers keynotes at global conferences with more than 12+ Forbes Publications and multiple patents in the field of Applied AI for Business. His portfolio of Applied AI patents underscores his industry thought leadership. Dr. Roy’s career blends technical prowess and strategic business insights to drive value for organizations.