Principal Engineer · Applied AI Systems · Productization
I help research teams take AI from prototype to production.
Long‑running agents, retrieval, and evaluation—designed to ship, not demo.
Three recent builds that define the new positioning: orchestration, evaluation, retrieval, and production constraints.
An autonomous engineering agent that accepts open‑ended objectives and iterates until convergence against real codebases.
Structured triage with deterministic orchestration, reproducibility guarantees, and audit‑ready decision traces.
A multi‑agent editorial pipeline where autonomous roles coordinate via shared state and feedback loops.
The work is “make it real”: deterministic behavior, measurable progress, and graceful failure.
A scan of recent roles and the kinds of systems shipped.
If you need someone to operate at the boundary between research and reality, let’s talk.