Speaking & Thought Leadership
Sharing What I've Learned Building AI Products at Scale
I've spent years building AI products in regulated industries — and I talk about what I've actually seen, not what sounds good in a deck. Conferences, podcasts, panels, guest articles.
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Keynotes & Panels
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Topics I Can Go Deep On
AI in Clinical Trials: From Hype to Production
How clinical trial AI actually gets built and deployed — the POC graveyard, what makes it to production, and what a 73% reduction in matching time looks like from the inside.
Building GenAI Products in Regulated Industries
FDA, HIPAA, SOC2 — and still shipping. Treating compliance as a design constraint, not a blocker.
What Product Managers Get Wrong About LLM Evaluation
Most LLM evals are measuring the wrong things. For PMs who need to know if their model is working in production.
Digital Transformation at Scale: What Actually Changes
Transforming healthcare delivery across 10+ countries inside a 250,000-person organization. What shifted. What went nowhere.
Media Kit
Short Bio (50 words)
AI Product Leader building 10+ GenAI products at HCLTech across regulated industries. Life Sciences & Healthcare specialist. First-principles thinker. MS Analytics, UT Dallas. Based in Silicon Valley.
Long Bio (150 words)
Devangshu Mitra is an AI Product Leader at HCLTech, where he builds and ships 10+ GenAI products across Life Sciences & Healthcare — from drug discovery and clinical trial matching to adverse event detection and regulatory intelligence. He works at the convergence of hyperscalers, frontier model providers, and enterprise health systems, deploying AI in environments where failure has real consequences. Before product management, he worked in enterprise consulting and engagement management, giving him ground-level understanding of how large health systems actually adopt technology. He writes about AI product craft, enterprise GenAI, and first-principles thinking. Based in the San Francisco Bay Area.
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