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Carl-Henri/README.md

Hi, I'm Carl-Henri 👋

Engineering student at Centrale Lyon (generalist program, 2023–2027), currently on a gap year. I'm focused on machine learning, generative AI, and building things that feel useful.

Experience

AI Research Engineer Intern · CEA (Mar 2026 – Present) Developing AI solutions for a cybersecurity lab: LLM agents interfacing with internal tools via MCP servers, coding agents using internal libraries, and fine-tuned embedding models for domain-specific semantic search. Stack: Python, LangChain, LangGraph, Sentence Transformers, Gradio, HuggingFace, vLLM.

R&D Engineering Intern — Generative AI · Thales AVS (Apr 2024 – Feb 2026) Built production RAG systems and agentic AI pipelines for engineering document analysis. Stack: Python, LangChain, LangGraph, PyTorch, Mistral, ChromaDB.

Student Researcher · Centrale Lyon × LIRIS/INL (2024 – 2025) Applied deep reinforcement learning (PPO, Stable-Baselines3) to reduce electronic chip design time.

Projects

Project Description Stack
ATLAS Agentic RAG platform for engineering documents — hybrid search, visual RAG, multi-format ingestion Python · LangGraph · ChromaDB · Mistral
2048-qt 2048 game with configurable grid, undo, and touchpad support C++ · Qt · QML
ant-colony-tsp Ant Colony Optimization solving the Traveling Salesman Problem, with live visualization Python · NetworkX · Tkinter
Map-Vélov Interactive map of Toulouse bike-sharing stations with real-time availability and historical charts Python · JavaScript · Leaflet.js
TIPE-2023 Urban traffic simulation using percolation theory to study the impact of autonomous vehicles Python · Pygame · OpenStreetMap
Site-Web-Je Full-stack website for a research laboratory — tryearz.com React · Strapi · PostgreSQL

Skills

AI & Data     LLMs · RAG · Agentic AI · PyTorch · Reinforcement Learning
Programming   Python · C++ · SQL · OCaml
Web           React · Strapi · Node.js
Tools         Git · Matlab · Linux
Languages     French (native) · English (C1) · German (B2)

Contact

linkedin.com/in/chgegout · carl-henri.gegout@etu.ec-lyon.fr

Popular repositories Loading

  1. TIPE-2023 TIPE-2023 Public

    Urban traffic simulation using percolation theory to study the impact of autonomous vehicles

    Python 1

  2. Map-velov Map-velov Public

    Interactive map of Lyon bike-sharing stations with real-time availability and historical charts

    HTML 1

  3. Projet-etudes Projet-etudes Public

    1

  4. ATLAS ATLAS Public

    Agentic RAG platform for avionics engineering documents — hybrid search, visual RAG, LangGraph agents

    Python

  5. Carl-Henri Carl-Henri Public

    GitHub profile README

  6. 2048-qt 2048-qt Public

    2048 game built with C++ and Qt QML

    C++