____ _____ _ ___ __ __ / ___|| ____| | |_ _| \/ | \___ \| _| | | | || |\/| | ___) | |___| |___ | || | | | |____/|_____|_____|___|_| |_|
Data Scientist · Computer Engineering Student · CESI Orléans × LAB'IA Loire Valley
1.0 ┤╮
0.7 ┤╰─╮
0.4 ┤ ╰─╮ ╭ val
0.1 ┤ ╰─╯──── train
└──────────────────
fit() ✓ overfit: low
Computer engineering student at CESI Orléans, working as a Data Scientist (work-study) at LAB'IA Loire Valley. I build LLM-powered systems that run in production — multi-agent pipelines, RAG architectures, local inference stacks.
Outside of code: geopolitics, philosophy, and the long-term implications of AI on societies. Open-source contributor, 17k+ Wikipedia edits (technical maintenance, FR).
FR (native) · EN (C2) · DE (B1)
x ──▶ [embed]
│
[attn] ◀── Q K V
│
[ffn]
│
[out]
Translating complex business requirements into technical specifications and project roadmaps. Developing and deploying LLM-based AI solutions in real-world production environments. Representing LAB'IA at industry events to demonstrate solution capabilities to partners.
Designed and deployed an internal multi-agent LLM chatbot to streamline workflows and knowledge access via RAG. Set up local server infrastructure and security for future production deployments. Stack: Docker · FastAPI · LangGraph · Ollama · OpenWebUI · Pydantic · NGINX · Linux.
Custom LLM chatbot deployed at LAB'IA Loire Valley. Multi-agent orchestration via LangGraph, local models with Ollama, RAG over internal documents. Fully on-premise.
"user query"
↓ tokenize
[1024][421][89][1337]
↓ embed
[0.23, -0.41, 0.87 …]
↓ attend + retrieve
↓ generate
Real-time data pipeline for Orléans' bike-sharing network. Reverse-engineered the undocumented API (SSL pinning bypass, APK patching, mitmproxy). 572 vehicles tracked every 5 min via systemd timer → GeoJSON time-series dataset. Next: GeoPandas analysis + predictive availability models.
Web app for tracking internship applications. PHP/Symfony architecture, deployed on Azure VM.
↑
│ king• •queen
│
│ man • •woman
└──────────────────→
gender dimension