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alexandre-martel/README.md

Alexandre Martel

Reinforcement Learning Engineer | Maths & Data Science

I am very insterested in Reinforcement Learning and GPU optimization You can check my paper and projects on Linkedin / sending my an email.

Technical Focus

  • AI & Research: GPU Optimization, Reinforcement Learning and LLMs
  • Data Science: Machine Learning, Statistical modeling and Probability

Key Projects

  • Chat-Sillage: Project Lead. Architecting a secure, medical-grade chatbot. Focus on RAG (Retrieval-Augmented Generation) and data privacy.
  • RL Urban transportation resilience: Research at LICIT-ECO7 Laboratory about a H-CTDE framework for urban transportation resilience versus OPF.
  • First Unpublished Research Paper : “Benchmarking Performance Optimizations Across Diverse Deep Learning Tasks”.
  • LUX AI s3 Kaggle Competition: Competition of Multi-agent RL about a complexe board game using PPO and a bunch of A100 for training.
  • ESA ELOPE Competition: Competition lunched by European Space Agency about predictiong the velocity of a lander with only event-based camera images as inputs. Used E-RAFT and Spiking Neural network.

Technical Stack

  • Languages: Python, Web2 (SQL, TS, Laravel, React) Web3 (Solidity), C and Rust
  • AI stack: PyTorch, Tensorflow, JAX (intermediate), Langchain, Rupture, Gymnasium
  • Tools: Linux, Docker, Git, CUDA, MnMs.

Contact

Popular repositories Loading

  1. alexandre-martel alexandre-martel Public

    Config files for my GitHub profile.

  2. hospital-scheduling-optimization hospital-scheduling-optimization Public

    Project to optimize a hospital's schedule using Python optimization algorithms

    Jupyter Notebook

  3. elope_ESA_cv elope_ESA_cv Public

    Python

  4. tello_drone_ai_framework tello_drone_ai_framework Public

    A Python framework to map custom hand signals to Tello EDU flight maneuvers using real-time visual input.

    Python

  5. VICReg-implementation VICReg-implementation Public

    Python

  6. RNN-JAX-implementation RNN-JAX-implementation Public

    Implementation of RNNs with JAX

    Python