What I’ve built
MarketPulse AI
A RAG-based recommendation engine (LangChain + ChromaDB) that personalises responses to the user profile and context, with autonomous AI agents (LangGraph) orchestrating end-to-end automated workflows and real-time data flows (Kafka + FastAPI).
Real Estate Fair Price Estimator
A Big Data pipeline on a proper Data Lake architecture that tells you whether a French property is underpriced, fairly priced or overpriced. Airflow + Spark + Elasticsearch + Kibana, with a live demo.
TeamUp
A full-stack interactive web app: React/TypeScript/Tailwind front end, Node.js backend, deployed via FastAPI + Docker + MLflow. ISEP academic project.
Recursio Chat
SaaS combining an LLM interface with a Tiny Recursive Model reasoning engine. Built for structured puzzle solving — Sudoku, mazes, ARC-AGI. Hybrid architecture, full V1 spec.
Driver Fatigue Detection
Real-time fatigue detection combining computer vision and hardware integration. A complete PyTorch pipeline from sensor feed to alert. Presented at a hackathon as the lead project.
Concrete Crack Segmentation
Semantic segmentation of structural cracks with a U-Net architecture, trained from scratch on concrete-surface imagery. Precision-oriented for infrastructure inspection.