Mechanical diagram search (AI) — Full-stack / AI engineer
I built OCR and search over engineering diagrams, and helped deploy the product into a partner’s cloud environment.
For a global car manufacturer and a telecoms partner, I helped build a product that lets engineers browse and search technical diagrams of mechanical parts — including text search powered by OCR and retrieval over diagram content.
What I contributed
I designed and developed the AI features (OCR over diagrams, text search, and document-backed answers), stood up AWS environments, and worked with the partner to integrate and deploy — Nginx reverse proxy, domains, firewall and security rules, and stability / operations checks.
Stack
Python, React, AWS (EC2, Route53), Weaviate, PostgreSQL, Nginx, LLM APIs.
Outcome
Teams can find parts and diagram detail by meaning, not only by filename — with the stack running in the partner’s environment.