Projects

• cowork

  Open-source Python CLI that orchestrates multiple AI coding agents into role-based teams, with phase gates, per-role evals and cost reporting.

  • python
  • ai-agents
  • llms
  • observability

• AI Document Extraction Pipeline

  Production LLM pipeline for extracting structured data from documents, with a fallback lane that lifted field accuracy from roughly 0.30 to 0.87 on documents an incumbent OCR vendor could not process at all.

  • typescript
  • nodejs
  • llms
  • openai-api
  • anthropic-api
  • ai-agents
  • prompt-engineering

• LLM Evaluation Infrastructure

  Solo-built evaluation infrastructure for production LLM features — a labeled corpus, human-graded ground truth, LLM-as-judge scoring, per-call cost tracing and version-controlled prompts.

  • typescript
  • llms
  • ai-agents
  • prompt-engineering
  • observability