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Achievement: YOLOAchievement: Pull Shark

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eliottvalette/README.md

Eliott Valette

Graduate Student — HEC Paris × ENSAE
Machine‑Learning & Front‑End Enthusiast

Profile

I merge a quantitative background in mathematics and economics with hands‑on expertise in both AI research and advanced web engineering. My dual curriculum (HEC for business, ENSAE for statistics) lets me drive projects from prototype to production—whether the end product is a predictive model, an interactive 3‑D demo, or a full‑stack ML platform.

Core interests:

  • Representation learning for vision and tabular data
  • Reinforcement learning and embodied AI
  • High‑performance, immersive web apps (React / Next.js / Three.js)
  • End‑to‑end ML pipelines, CI/CD and MLOps

Selected Skills

Domain Tools & Frameworks
Programming Python (advanced), TypeScript/JavaScript, SQL
ML / DL PyTorch, TensorFlow/Keras, scikit‑learn, LightGBM
Front‑End & 3‑D Next.js, React, Three.js, WebGL, Tailwind CSS
Data & Viz pandas, NumPy, seaborn/Matplotlib, Plotly
MLOps / DevOps Docker, Kubernetes (basics), MLflow, GitHub Actions
Misc. LaTeX, C fundamentals, VBA

Contact
E‑mail [email protected]
LinkedIn https://www.linkedin.com/in/eliott-valette/
Kaggle https://www.kaggle.com/eliottvalette
LeetCode https://leetcode.com/eliottvalette/

Last updated: July 2025

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  1. 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

  2. Fighting-Tanks-Reinforcement-Learning Fighting-Tanks-Reinforcement-Learning Public

    Multi-Agent Tank Battle Game: A multi-agent reinforcement learning project where intelligent tanks compete and learn in a dynamic battlefield. Features advanced RL strategies, customizable environm…

    Python 3

  3. mattducrest/Mutual-Headed-Attention-Transformers mattducrest/Mutual-Headed-Attention-Transformers Public

    This code for mutual headed attention transformers is associated with a tutorial article which I published on my Medium. Feel free to check the article out in the URL below.

    Jupyter Notebook 3 1

  4. 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 1

  5. TheLab-your-personnalised-AI-Eloquence-Coach TheLab-your-personnalised-AI-Eloquence-Coach Public

    This web application analyzes and generates speeches from sources like audio transcripts, PDFs, and external data. It evaluates speech quality, offers improvement suggestions, and generates content…

    JavaScript 2

  6. Snake-Game-Reinforcement-Learning Snake-Game-Reinforcement-Learning Public

    Snake RL: A reinforcement learning project where a snake learns to navigate, grow, and avoid obstacles in the classic Snake game. Utilizes deep learning models to train the agent, emphasizing adapt…

    Python 1