Faycal Boudjada

As a sole proprietor (QuelleEpoch), I design and develop Fabrik, a B2B SaaS in production that automatically transforms photos or sketches into editable fire evacuation plans, compliant with ISO 7010 and NF X08-070 standards.

Project managed alone from conception to deployment, with several hundred active users.

—Computer visionpipeline: image preprocessing, segmentation, geometric post-processing.

— LLM API integration for intelligent preprocessing of user inputs.

—Python / FastAPIAPI containerized with **Docker, deployed on VPS**.

— Complete product architecture:Supabase(Postgres, auth), Stripe billing, Vercel deployment.

— Automated collection of the training dataset and quality scoring (precision, recall, IoU) for continuous model evolution.