AI Product Manager for regulated markets where the stakes are real.
I scale LLM-based automation and agentic AI for enterprise SaaS. I've led an agentic co-pilot that cut manual workflows by 40%, and helped secure a $177M mobility contract through a Stripe integration at Verra Mobility. 8+ years in product on top of an 8-year engineering foundation at S&P Global and GM.
Case studies
Hertz × Stripe: securing a $177M rental-payments contract
Led product strategy for the Stripe integration behind Hertz's rental-car payments stack on Verra Mobility's tolling platform.
RAG Service Co-Pilot for dealership technicians
Turned plain-English symptom descriptions into answers technicians could trust, with citations back to the manual. Hybrid retrieval, parent-document context, and LLM-as-judge scoring did the work.
Agentic Service Co-Pilot: CAN-bus signals → CRM tickets
Built the architecture that turns live telematics anomalies into a service ticket the dealership can act on before the customer ever calls.
Unifying a fragmented chemicals data platform
Rebuilt the analyst experience for IHS Markit's Chemical Process Economics Program and pulled three legacy systems into one.
Where AI craft meets enterprise product depth.
AI / ML Product
- LLM & RAG pipelines
- Agentic workflows
- Voice agents
- LLM-as-judge observability
- Hybrid retrieval (vector + BM25)
Platform & Data
- Enterprise data APIs
- Stripe & payment platforms
- Cloud migration (AWS, Azure)
- Telematics / CAN-bus
- Developer tooling
PM Craft
- 0-to-1 strategy & roadmap
- Cross-functional leadership
- Precision/recall trade-offs
- Compliance & risk framing
- User & technician research
Hiring an AI PM for energy, automotive, or smart mobility?
I'd love to talk about the role and where I can move the needle in the first 90 days.