Helping Product Leaders and Founders Build AI-Native Products That Actually Work I'm a Director of Products with over 15 years of experience leading enterprise products across pharma, healthtech, and SaaS. Over the past few years, my focus has shifted towards AI Product Management — helping organizations move from traditional product workflows to building intelligent, self-learning systems using Generative AI. I specialize in: AI Product Lifecycle Strategy: From problem framing to post-launch feedback loops. Bridging PM + Data Science: Helping product managers work effectively with DS/ML teams, even without a technical background. Pharma & Regulated Industries: Building compliant AI solutions in complex, risk-sensitive environments. Real-World AI Product Execution: Balancing theory, practicality, and business outcomes. I combine first-hand leadership experience with ongoing research and learning to stay ahead of the curve. If you're: A product manager looking to transition into AI product management, A founder trying to figure out where AI fits in your product, Or someone looking for guidance on how to structure AI product lifecycles without getting lost in jargon, I'd be happy to connect.