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Mathixx/README.md

👋 Hi, I'm Mathias Perez

Machine Learning, Data Science & Computational Biology Student
Currently at UC Berkeley | Formerly at École Polytechnique


👨‍💻 About Me

I’m a passionate builder and developer focused on AI and end-to-end dev-to-prod pipelines.
My background bridges academic research and practical engineering, with strong foundations in computational biology, applied mathematics, and machine learning.


🌐 Connect with Me

LeetCode LinkedIn


🎓 Education

  • UC Berkeley — Computational Biology, Data Science & Machine Learning
  • École Polytechnique — Mathematics & Computer Science

🛠 Skills

  • Programming Languages:
    Python Java C++ JavaScript TypeScript

  • Machine Learning & Data Science:
    Pandas PyTorch TensorFlow scikit-learn

  • Backend & DevOps:
    FastAPI Docker

  • Frameworks & Pipelines:
    End-to-End AI Development • Production ML Pipelines


🎯 Hobbies

🏐 Outside of coding, I love playing volleyball!


Pinned Loading

  1. INF573-MakeBenardDisappear INF573-MakeBenardDisappear Public

    Computer vision project : Detect a specific individual in a live recording and make him disappear form the screen !

    Jupyter Notebook

  2. PSC_Stratolia PSC_Stratolia Public

    Codes pour le PSC

    Jupyter Notebook

  3. JuridixAssistant JuridixAssistant Public

    Developper un assistant LLM spécialisé sur le droit français

    Jupyter Notebook

  4. gabriel-mercier/Deep-RL-Agents-for-Cathedral-Board-Game gabriel-mercier/Deep-RL-Agents-for-Cathedral-Board-Game Public

    Deep RL agents for the Cathedral board game: self-play DQN & PPO, plus curriculum and representation learning experiments.

    Jupyter Notebook

  5. HackathonQuantumX HackathonQuantumX Public

    WebApp

    Python

  6. Trick5t3r/Finetune-LLM-CASS Trick5t3r/Finetune-LLM-CASS Public

    Jupyter Notebook