Engineering Manager / hands-on engineer
I help teams ship reliable software in AI infrastructure, maritime operations, and healthcare workflows. I like clear product decisions, understandable architecture, and code that can survive production.
Work
AI infrastructure
Engineering manager, hands-on. I work on execution infrastructure for AI products: orchestration, model routing, retries, observability, and the practical pieces that make model calls usable in production.
Maritime software
Led product engineering work across vessel planning, itinerary, port-call, and onboard workflows. The work sat between product decisions, backend services, frontend delivery, and team execution.
Healthcare workflows
Built healthcare interfaces for nurse-facing and operating-room workflows, where clear information, timing, and data boundaries mattered more than visual noise.
Notes
A practical note on reducing many AI providers into one product surface without hiding the operational differences that matter.
A light way I use AI in engineering work: one pass proposes or changes, another pass looks for the failure mode, and a small harness turns the finding into a test.
More notes will be added when they are useful.
Worked with
Contact
Short context, practical questions, and real work are welcome.