
I didn't build my company research pipeline to be clever. I built it because enrichment is where systems quietly start lying. A recruiter asks for "Cedrus" and the internet gives you three Cedruses, two dead domains, and a LinkedIn vanity URL that do...
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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