AI Contract Risk Analyzer with LLMs and RAG

Project overview

Synapse AI is a document intelligence platform designed to support faster, more consistent contract review. It combines full-stack application engineering with Retrieval-Augmented Generation, semantic search, and structured risk workflows.

Problem

Legal and commercial teams need to review large contracts quickly without losing traceability or relying on ungrounded AI answers.

Solution

Designed a contract intelligence workflow that ingests business documents, identifies clauses, retrieves semantically relevant context, and produces risk-oriented analysis grounded in the source material.

• PDF, DOCX, and TXT document ingestion
• Clause extraction and semantic search
• Risk classification and compliance validation
• Source-grounded LLM responses with local model support

Technology stack

My role

I designed and developed the full-stack architecture, including Django REST APIs, React workflows, document ingestion, retrieval design, prompt orchestration, JWT authentication, and local LLM integration.

Business impact

The platform demonstrates how legal and commercial teams can reduce repetitive first-pass review, find relevant clauses faster, and retain source traceability when using Generative AI.

A reusable demonstration platform for faster, more consistent first-pass contract review while keeping the reviewer in control.