This page is the cleaner path for hiring managers and buyers who want architecture signal, delivery notes, and system design judgment without turning the site into a public source dump.
Evidence-grounded RAG for legal and compliance-style use cases. Designed to refuse weak answers, validate citations, and expose quality through telemetry rather than anecdotes.
Injection detection, hybrid retrieval, confidence gating, LLM verification, citation validation, evidence grading.
Python, PostgreSQL, Langfuse, Azure-ready architecture.
Live product work spanning AI-assisted course creation, embedded assistant workflows, and custom API integration from scope through launch.
Architecture, delivery design, and implementation leadership.
Shows applied product work beyond prototypes or internal demos.
LangGraph-based agentic orchestration platform with grounded retrieval, permissioned tools, structured outputs, and report generation patterns designed for production-minded use.
Hybrid retrieval, reranking, tool governance, JSON output contracts, citation discipline.
LangGraph, FastAPI, Azure OpenAI, PostgreSQL/pgvector.
The public internet is not always the right container for the strongest engineering work. These pages are the client-safe shortlist: system maps, technical choices, and delivery signal without public source exposure.