Profile
I like to start before I know every answer—and to keep going after the demo works.
I work across product discovery, interaction, constrained runtimes, backend services, AI tooling and release. I’m most useful when a problem crosses layers, or asks me to learn a missing one quickly.
My strength isn’t knowing every framework in advance. It’s turning an unfamiliar field into a set of answerable questions, reaching a working proof, and then having the patience to go back over ownership, state, performance, failure and release until the result can stand on its own.
I treat AI as a research partner, an implementation multiplier and a reviewer. I give agents roles and durable context, ask them for evidence, and check their output against the real runtime. A model can speed up the unknown; it doesn’t take away my responsibility for the final system.
I like to start before I know every answer—and to keep going after the demo works.