AI Insights Platform
Full Stack Developer
Feb. 2026 - Present
Artificial intelligence platform built for a large CAC 40 company. The app automatically scrapes internal sources (emails, cloud drives, documents), extracts the information and turns it into a vectorized knowledge base (PostgreSQL with pgvector). Powered by retrieval-augmented AI (RAG), it generates a continuous news feed (daily, weekly) and lets users query insights in natural language, like a conversation with a smart assistant. Answer relevance is boosted by blending semantic search and keywords (Reciprocal Rank Fusion, RRF). Hosting and database on Azure.
Technologies
- Next.js
- AI
- RAG
- RRF
- PostgreSQL
- pgvector
- Azure