denisbaciu.com/projects · canonical archive · est. 2026

Projects

Shipped work, described at the level already public on my CV. Systems, not demos.

Document comparison at scale

Took a document-comparison tool from a 10-user proof-of-concept to a production system serving 350 concurrent users on 50 MB files — event-driven microservices, full observability, runbooks, alerting.

shipped insurance

Hybrid semantic search

Organisation-wide document ingestion into vector search, upgraded to hybrid semantic + keyword retrieval — so underwriters find the right document in seconds instead of hunting across systems.

shipped insurance

AI code review

An internal pull-request review agent wired into GitHub and CI/CD, using frontier models to flag issues and suggest better approaches before human review — cutting review time and lifting code quality.

shipped dev-tooling

Public experiments

My public GitHub, @Barsun, is a sketchbook, not a portfolio — small probes, usually a few years ahead of the production work above.

The forks tell the rest: local RAG (privateGPT, RAGFlow), OCR pipelines (OCRmyPDF), chatbot widgets for Rasa, self-hosting. I try things at home before I trust them at work.