Documap
Contract analysis. Won the SAG-AFTRA Challenge at Stanford Law.
Role
Creator
When
2025
Type
Independent
Links
None
Overview
Documap reads contracts and pulls out clauses, defined terms, and what changed between versions. I owned it from the first idea to the demo.
Approach
Claude with LangChain retrieval over ChromaDB, a FastAPI backend, and a Next.js front end. I measured it on accuracy and on how often reviewers agreed with it.
Results
- Won the SAG-AFTRA Challenge
- Top 5 at the 2025 Stanford Law LLM Hackathon
- Acquisition interest from Davis Wright Tremaine
Built with
Python, FastAPI, LangChain, ChromaDB, Next.js
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