A recruiter opens a search result and sees a candidate at the top. The score says the match is strong. The card has to say why: the credential matched, the location fit, a production figure landed in
AI engineer. LLM agents, RAG, Azure AI Foundry, Python/TypeScript. Navy veteran. Builder of Scenematic, Pramaana, and production multi-agent systems. I write about what I actually ship.
Sr. AI Engineer & Architect. Building deterministic, context-aware AI for enterprise production.
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