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lebrice/README.md

Hi there 👋

I'm a Machine Learning software developer at Mila, the Quebec Artificial Intelligence Institute (Mila). I just finished my Masters degree in Machine Learning at Mila / Université de Montréal. Prior to this, I studied Computer Engineering, and had the privilege of completing four Software Engineering internships, one of which was in Machine Learning research.

My research interests generally revolve around software development for ML, Continual Learning, Generative models (GANs), Self-Supervised Learning, and, more recently, Reinforcement Learning.

There is still a lot of work to be done before we are able to create systems that can both adapt to changes in their environment, as well as retain previously acquired knowledge. My current goal is to promote and further research in this field.

Appart from this, I also have a great passion for videogames, sound design for games, as well as videogame lore. My gamedev experience so far consists of one serious gamedev class at McGill, as well as writing a few little Unity projects on the side. I'd like to get more seriously involved in game development/design someday (hopefully soon).

On a more personal note, here are some other things I enjoy:

  • Making GPUs go Brrrr: https://api.wandb.ai/links/lebrice/77ms1m17
  • Sharing something neat and wonderful with others (cute bits of code, new songs, food, movies, etc.)
  • Fixing/repairing broken things in an elegant way
  • Philosophical discussions
  • Getting destroyed in code reviews (no, really, I love it!)
  • Chess / Videogames / Videogame development (playing around in Unity)
  • Classical / Electronic music

Pinned Loading

  1. Sequoia Sequoia Public

    The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.

    Python 191 18

  2. SimpleParsing SimpleParsing Public

    Simple, Elegant, Typed Argument Parsing with argparse

    Python 434 52

  3. blurred-GAN blurred-GAN Public

    Progressive Growing of GANS using Gaussian Blur

    Python 1 2

  4. LLM_api LLM_api Public

    Testing out SLURM + FastAPI + HuggingFace

    Python 5

  5. MeZO MeZO Public

    Forked from princeton-nlp/MeZO

    [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

    Python

  6. torch_jax_interop torch_jax_interop Public

    Simple tools to mix and match PyTorch and Jax - Get the best of both worlds!

    Python 16 1