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Achievement: Pull Sharkx2Achievement: YOLOAchievement: QuickdrawAchievement: Pair Extraordinaire

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@mne-tools

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BabaSanfour/README.md

Hi 👋, I'm Hamza

A self-proclaimed smurf who ❤️ building things at the intersection of AI 🤖, Neuroscience 🧠, and Open-Source :octocat:.

Neuro-AI researcher (PhD, Biomedical Engineering @ Université de Montréal • Mila / CoCo Lab)

Email LinkedIn Bluesky Website Followers Profile views Last updated

🔬 What I’m working on

  • ADHD & Epilepsy biomarkers (signal x features x models)
  • Decision-making × behavior, and how decisions relate to brain complexity

🧠 Interests

  • Neuro-AI and representational alignment (brains ↔ models)
  • Vision, decision-making, consciousness, and brain disorders
:octocat: Selected Open Source Projects

Coord2Region: Map MNI/Talairach coordinates → atlas labels + AI summaries.

coord2region stars Repo PyPI

mne-denoise: Denoising utilities for MEG/EEG (DSS / ZapLine) integrated with the MNE ecosystem.

mne-denoise stars Repo PyPI
💬 A few things about me
  • Telecommunication Engineer (SUPCOM 🇹🇳) with a Math/Physics background (IPEIS 🇹🇳); MSc in AI (Mila/UdeM 🇨🇦).
  • ⚖️ I care about how science meets society: fairness, privilege, power, and access — and I try to act on it through volunteering and supporting marginalized voices.
  • 🌍 Big fan of open, accessible science — clearer writing, shareable resources, and building/maintaining things that lower the barrier to doing good research.
  • 🍄 Smurf @ heart (BabaSanfour) — always down for a coffee-chat ☕ about Python, Neuro-AI, or the random loops of academic life.
  • 😄 Pronouns: He/Him
🤝 Collaboration

If you’re working on MEG/EEG, Neuro-AI, brain modeling, biomarkers of brain disorders, or decision-making, I’m usually happy to chat.
Best place to start: my website or LinkedIn.

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  1. mne-tools/mne-denoise mne-tools/mne-denoise Public

    mne-denoise provides narrow-band artefact removal tailored to MNE-Python workflows. It wraps harmonic regression techniques to suppress power-line noise and other oscillatory contaminants while pre…

    Python 17 6

  2. Coord2Region Coord2Region Public

    Open-source Python package mapping 3D brain coordinates to regions across atlases, with batch query and meta-analysis support.

    Python 3 3

  3. coco-pipe coco-pipe Public

    Python 3 2

  4. CNN-MEG-FaceProcessing CNN-MEG-FaceProcessing Public

    Python

  5. Text-Classification--Classic-models-vs-BERT Text-Classification--Classic-models-vs-BERT Public

    Test classic models vs BERT performance on the IMBD movie review + a sneak peak on BERT attention weights

    Jupyter Notebook 2

  6. SimSiam-SSL SimSiam-SSL Public

    SimSIam: A simple and effective method for Self-Supervised Learning (SSL)

    Jupyter Notebook 2