I build production AI and SaaS systems: agent workflows, internal ops tools, and product interfaces that need to hold up in real use.
Current focus:
- AI-assisted research and GTM systems
- SaaS and operator tools
- automation workflows that connect models, data, and product UX
I care about grounded systems, strict TypeScript, clean handoffs, and shipping working software over demos.

