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eliottvalette/README.md
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VALETTE Eliott

I build ML products end to end, with a focus on bio/health R&D workflows and production-ready deployment. Recent work includes protein-focused ML pipelines and genomics-driven modeling. RL and 3D simulation are personal interests; I also ship interactive web experiences with Next.js and Three.js. Pragmatic deployment: Docker on Ubuntu, CI/CD, and reproducible pipelines.

Highlights

  • MISTRAL-AI-MCP-HACKATHON: MCP-first Clash Royale demo for Mistral AI's MCP Hackathon, with a Next.js UI and an MCP agent playing in real time.
  • Stealth bio/health ML product work (protein-focused ML pipelines, genomics-driven modeling, production deployment).

Selected Projects

Focus

  • ML productization, evaluation, and deployment (bio/health)
  • 3D simulation and physics
  • Real-time web apps (Next.js, React, Three.js)

Contact

Last updated: February 2026

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  1. Anthropic-Voodoo-Hackathon Anthropic-Voodoo-Hackathon Public

    🏆 Winner of Track 2, Automate Playable Ads Creation, at Voodoo × Anthropic Hackathon: video-to-playable ad pipeline with Nicolas Grimaldi and Mathis Villaret.

    HTML 3 3

  2. RL-in-3D-Physics-Engine RL-in-3D-Physics-Engine Public

    Lightweight Python 3D physics engine + RL sandbox: a from-scratch rigid-body quadruped with articulated joints, custom collision/contacts, and a Pygame renderer at 240 Hz. Train an actor-critic age…

    Python 2

  3. Poker-GTO Poker-GTO Public

    Experimental 3‑handed NLHE GTO bot: CFR+ external-sampling solver with compact infosets, average policy export, a PyTorch model that approximates the policy, and a Next.js UI to explore results. In…

    Python 3

  4. MISTRAL-AI-MCP-HACKATHON MISTRAL-AI-MCP-HACKATHON Public

    MCP-first Clash Royale demo for Mistral AI’s MCP Hackathon using Le Chat. A Next.js UI faces an MCP agent that reads structured state, calls bounded tools (create/join/spawn/emote), and plays in re…

    TypeScript 3

  5. ISIC-2024-Hackathon ISIC-2024-Hackathon Public

    This repository contains the implementation for the ISIC-2024 Hackathon challenge. The primary focus is on developing and optimizing models to predict skin lesion classifications using advanced mac…

    Jupyter Notebook

  6. Physics-Engine-in-C Physics-Engine-in-C Public

    Simulate various physics-based systems, including multiple pendulums, using different C-based engines. Each simulation outputs results to a CSV file, which can be visualized using the provided Pyth…

    C 3