I build AI productsfor high-stakes work.
0 to 1 LLM and agentic products across B2C, B2B and B2B2C. Deepest in healthcare, proven in SaaS and subscription commerce.
- Former CPO and co-founder at two AI startups
- Published AI researcher
- Clinical mental health background
- Harvard Medical School Executive Education
verdict APPROVED checked 4 systems
Selected work
An AI reviewer that has to prove every finding
It reads a whole health website, cites the rule behind each risk, checks every quote against the live page, and leaves the decision to people.
Try the checkerEvery subscription order, checked before it ships
Research into why subscribers left pointed to wrong orders and slow answers. I built agents that check every subscription order across four systems before it ships, and pass people only the ones that need them.
See how it decidesA patient app, taken from 0 to 1
A subscription care platform for people living with inflammatory bowel disease. All 28 screens are live on this site, ready to click through.
Open the caseIdentity behind a vault, answers leadership can read
One flat export mixed names with clinical answers. I specified a model that splits them, and a dashboard with no route to a name.
See the model- First author on an LLM diagnostic study. Evaluating ChatGPT's Diagnostic Capabilities for Mental Health Disorders, 2024.
- 90% primary-diagnosis agreement. Pediatric AI voice intake, interim cohorts (κ=.88).
- Six years of research and clinical work. With children and adolescents.
- M.A. candidate in Clinical Psychology. And Harvard Medical School Executive Education, AI in Health Care.
How I work
Research first. Then I build it.
Data shows where users drop. Their words show why.
Roadmaps are trade-offs. I make the cuts explicit.
Clinicians, patients, data. I translate them into KPIs.
Research, spec, PRD. Then I build it hands-on.
Clinical logic sets the rules. Evals enforce them.
Agents take the repeat work. People keep the judgment.
Experience
Healthcare is my depth.The range is wider.
Let's talk.
Senior or Lead AI Product Manager
AI-first products and AI agents
Vertical or domain PM
Healthcare and other high-trust industries
Head of Product
Early-stage AI startups