Right now
What I’m building right now
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Two-tool research agent
In progressA LangGraph + local Ollama agent, built to back every key skill with a concrete demo before interviews.
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Reading & implementations
OngoingRe-deriving papers (Transformers, LoRA, TRM) and implementing them from scratch in PyTorch — understand before using.
Selected projects
What I’ve built
Systems I design, build and ship — from AI agents and RAG to data engineering.
Flagship project
MarketPulse AI
AI agents & a RAG-based recommendation engine
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).
- 01 · Real-time ingestion
- Kafka + FastAPI — automated collection & processing
- 02 · Autonomous agents
- LangGraph orchestrates end-to-end workflows
- 03 · Personalised RAG
- LangChain + ChromaDB — answers per profile & context
- 04 · Evaluated answer
- DeepEval — multi-provider OpenAI / Mistral / HuggingFace
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.