LLM and Agentic AI
Research prototypeLegal Document Analysis Platform
Problem
Contract review requires reading long documents to locate a small number of risk clauses.
System
An NLP workflow for contract review that segments documents, extracts named entities and clauses, and surfaces risk-relevant passages for a reviewer.
My contribution
Built the parsing and clause-extraction pipeline and the reviewer-facing output format.
System architecture
- Contract input
- Segmentation
- Entity and clause extraction
- Risk summary
Technical focus
- Named entity recognition
- Information extraction
- Document intelligence
Technology stack
- Python
- Transformer models
- spaCy
Data source
Dataset and data-collection write-up is being prepared.
Data pipeline
Ingestion and preprocessing write-up is being prepared.
Model or LLM workflow
Model and workflow write-up is being prepared.
Evaluation and results
Evaluation setup and results write-up is being prepared.
Challenges and engineering decisions
Key engineering decisions write-up is being prepared.