Design and ship user-facing features built on LLMs, retrieval, extraction models, and agentic workflows, from the first prototype through to something our clients depend on quarterly.
Own the full path of a feature: data in, model or agent in the middle, deterministic validation around it, and an interface that makes the output reviewable by a human who has to sign off on it.