Selected work

Projects, in progress.

A collection of practical explorations in applied AI and the engineering that makes it useful. Each project is being developed with synthetic data and clear limits.

01 / 04 In progress

Claims · Agents · RAG

Insurance AI Platform

An AI-assisted claims workflow that grounds recommendations in policy documents and leaves consequential decisions with people.

PythonFastAPILangGraphPostgreSQL
Project overview
02 / 04 In progress

Retrieval · Search · Citations

Production RAG

A document question-answering service built around traceable retrieval, useful citations and measurable answer quality.

PythonFastAPIpgvectorRedis
Project overview
03 / 04 In progress

Orchestration · Tools · MCP

Agent Workflows

A workflow lab for routing work across focused agents, typed tools and explicit human approval steps.

PythonLangGraphMCPFastAPI
Project overview
04 / 04 In progress

Quality · Regression · Observability

AI Evaluation Framework

A practical test harness for retrieval, citations, structured outputs and tool selection across changing prompts and models.

PythonpytestOpenTelemetryLLM APIs
Project overview