SeekOut MCP
Leading and building an AI recruiting product from a customer-backed idea to a public launch across ChatGPT and other assistant workflows.
AI Engineering Manager and hands-on technical lead · 2025–present
Work
Selected professional work, in more detail.
I lead AI product development and stay close to implementation. These are a few products and systems where the decisions, not only the outcome, mattered.
Cases
Selected work
Scope, outcomes, and a few lessons from the work.
AI recruiting at scale
Search, evaluation, integrations, and data systems built for recruiting workflows where quality and reliability both matter.
Staff-level engineer and engineering lead · 2021–present