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yberreby/README.md

Hey, I'm Yohaï-Eliel BERREBY 👋

I'm currently a PhD student at the M2B3 lab at McGill, in the Department of Physiology. I am also a member of Mila, co-supervised by Prof. Audrey Durand (U. Laval). Before starting my PhD, I was a Backend Software Engineer at Routine (YC W21), mainly programming in OCaml.

My research is focused on the intersection of AI neuroscience. How can the brain teach us to build better AI, and how can we use AI to understand the brain better?

In no particular order and in a totally non-comprehensive fashion, I love playing around with:

  • Very-low-level, high-performance programming
  • Functional programming
  • Compilers
  • The power of interactive visualization as an educational tool

You can find me on LinkedIn and Mastodon.


“A human being should be able to change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet, balance accounts, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure, program a computer, cook a tasty meal, fight efficiently, die gallantly. Specialization is for insects.”

  • Robert A. Heinlein

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  1. m2b3/jov-2025-forward-remapping-mislocalization-code m2b3/jov-2025-forward-remapping-mislocalization-code Public

    JAX-based Dynamic Field Theory simulations. Code for Berreby and Krishna (2025, Journal of Vision).

    Python

  2. dinov3-probes dinov3-probes Public

    Pretrained ImageNet-1k linear classification heads for DINOv3 ViT (S/S+/B/L/H+).

    Python 4

  3. lightsout-gfn lightsout-gfn Public

    Using Generative Flow Networks in JAX (NNX) to solve 'Lights Out!'

    Python 1

  4. kyzel kyzel Public archive

    Privacy-first, local, customizable AI in an IPython REPL.

    Python 7

  5. fast-mae-lite fast-mae-lite Public

    MAE-Lite port for Python 3.11 and PyTorch 2+

    Python 2

  6. PainsPerdus/gboi-kirby PainsPerdus/gboi-kirby Public archive

    Pineapple of Doom - A Telecom Paris first-year Final Application Project

    C 8