A practitioner with 20+ years of delivery experience, serving clients across three continents — India, Singapore, Australia, and the US — capturing enterprise-level data governance and modern data platform and AI experience in the form of weekly articles, grounded in day-to-day client conversations, market research, and programme delivery.