Consulting
29 years in pharmaceutical market research. Now helping insights teams implement AI that actually ships.
The Challenge
I've been on both sides — leading AI initiatives inside pharma and building AI applications from scratch. Most pilots fail for predictable reasons.
Services
Assess current capabilities and gaps. Identify high-value, low-risk starting points. Build the business case that gets funded.
Navigate governance and compliance requirements. Coordinate across IT, legal, and business stakeholders. Design workflows researchers will actually use.
Prompt engineering for market research applications. Vendor evaluation and selection. Training and change management.
Expertise
29 years in pharmaceutical market research — Regeneron, Amgen, Pfizer. I speak your language and understand your constraints.
Led AI initiatives inside a large pharma company. I know why pilots stall at governance, and how to prevent it.
Recently built a production AI application from scratch — multi-model orchestration, prompt engineering, verification systems. Not theory. Execution.
Experience
UC Berkeley (AI)
MIT (Digital Transformation)
Wharton (Marketing Analytics)
Connect
If you're past the AI hype but stuck before results, I'm happy to have a conversation. No pitch, just problem-solving.
Phone