At Docuville, I architected an 8-stage legal-document intelligence pipeline on AWS, using Bedrock Claude to assess contracts against a 1,000+ factor risk framework. I also built two review modes with measured per-document costs and an agentic search experience combining hybrid retrieval with RAG.
Across my work in AI and SaaS, I’ve shipped an email-to-quote pipeline with extraction F1 of 0.998 and production marketing agents with real send permissions. I built Echo, a live answer-engine analytics SaaS, solo, and bring an eval-first approach to LLM reliability, cost measurement, and guardrails.
