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Jean8900/README.md

Hi there, Welcome on my Github Page !

Visiteurs


About Me 🚀

  • 🎓 Graduate from Centrale Lyon (Top 10 French engineering school, class of 2025), specialized in Data Science & AI
  • 💼 Data Scientist / AI Engineer at ILLUIN Technology (since April 2026)
  • 👨‍💻 Data Science & AI enthusiast | Top 10% in some data science competitions (prize pool around 50k$)
  • 🏆 Top 3 at the Mistral x GE Healthcare AI Hackathon (1,750€ prize, code handed off to GE Healthcare)
  • 🤝 Active in the Parisian AI community — volunteered at the Adopt AI Forum 2025 (Grand Palais)
  • ✍️ When possible, I document my work clearly to make it reusable and accessible

My professional expericence as data scientist 🙌

  • IFPEN (Institut Français du Pétrole Energies Nouvelles)
  • SCP (Société du Canal de Provence)
Logos entreprises

Competitions & Organizations I Participated With :

  • CSIRO (Commonwealth Scientific and Industrial Research Organisation)
  • Physionet (2,000+ open-source physiological datasets for medical research)
  • Google
  • UC Davis (University of California, Davis)
Logos entreprises

Current projects 🚧

  • AI Mathematical Olympiad sponsored by XTX Markets — Competition focused on pushing the frontier of AI mathematical reasoning, with a $2.2M prize pool. The goal is to close the gap between open-source and proprietary LLMs, which currently dominate the market (e.g., GPT-5.2, ClaudeOpus 4.5, Gemini 3). Currently, we rely on GPT-120B OSS running on TPU v5e-8 for its speed and strong reasoning performance, as shown by the Artificial Intelligence Index (benchmarks across top open-source and proprietary models). The model weights are available here: https://huggingface.co/openai/gpt-oss-120b

  • Preparing for AWS Certified Machine Learning – Associate — Demonstrates ability to design, build, train, and deploy ML models on AWS using SageMaker, including data preparation, feature engineering, hyperparameter tuning, evaluation, and monitoring. Covers ML workflows, model optimization, and production-ready deployment.


⚙️ Languages & Tech Stack

Languages :
Python SQL MATLAB LaTeX

Domain Technologies
Data Science & ML NumPy Pandas Scikit-learn TensorFlow PyTorch SciPy XGBoost Optuna
Web & UI Flask Tkinter Plotly
AI & Automation Mistral AI Google ADK n8n
Databases SQL
Environments VS Code Jupyter Kaggle

Connect with me 🌍

Linkedin Badge Github Badge Kaggle Badge

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  1. Brain-to-text Brain-to-text Public

    Brain-to-Text BCI Challenge: Decode attempted speech from neural activity into text. 256 electrodes in motor cortex, 10,948 sentences from ALS patient. Goal: restore communication for paralyzed pat…

    Jupyter Notebook

  2. Classification_pneux_recyclage Classification_pneux_recyclage Public

    IFPEN est le 3ᵉ centre de recherche public français dépositaire de brevets (Prix Nobel de chimie 2005). Dans le contexte du recyclage des pneus, encore peu structuré, ce travail s’inspire du recycl…

    Jupyter Notebook

  3. CSIRO---Image2Biomass-Prediction CSIRO---Image2Biomass-Prediction Public

    Modèle de prédiction de biomasse végétale pour optimiser le pâturage durable. Utilise deep learning sur images de pâturages australiens + données NDVI pour estimer 5 types de biomasse (herbe verte/…

    Jupyter Notebook

  4. google_tunix google_tunix Public

    Fine-tuning Gemma avec Tunix pour générer des traces de raisonnement explicites. Entraînement sur TPU Kaggle pour créer un modèle transparent qui explique son processus de réflexion avant de répond…

    Jupyter Notebook

  5. previsions_climatologiques previsions_climatologiques Public

    Au sein de SCP (Société du Canal de Provence), contribution à un projet innovant de valorisation des données hydro-climatiques (historiques et futures) pour l’ingénierie. Transformation des bases c…

    Python

  6. What-Should-I-Eat- What-Should-I-Eat- Public

    Smart Recipe Agent (Google AI Hackathon) | Gemini 2.0 Flash + custom URL validator + session memory. Understands natural language, remembers dietary restrictions, suggests 3 recipes from your fridg…

    Jupyter Notebook