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Hello👋 I am Nabil

Data Scientist | Python Enthusiast | Open Source Contributor

  • I am passionate about applying data science techniques and AI to solve problems in fields like biology and cognitive science.
  • Currently, I work as a data scientist focusing on EEG data at Biotrial.
  • In my free time, I love pursuing personal data science projects (check out my pinned repositories). I have also recently begun contributing to open-source projects like MNE-Python and PYPREP).
  • Feel free to connect with me on Linkedin to learn more about my background and experience !

Tech Stack commonly used:

Analysis: Numpy, Scipy, Pandas
Machine-Learning: TensorFlow, Scikit-Learn, PyTorch
Database: SQL
Vizualisation: Matplotlib, Seaborn, R
CI/CD: Gitlab CI/CD, Kubernetes

Nabil Alibou's Projects

brain_source_localization icon brain_source_localization

Localization of brain sources measured by EEG using 3 approaches: Gibbs sampler (Markov chain Monte Carlo algorithm), Minimum Norm Estimates (MNE) and Source Imaging based on Structured Sparsity (SISSY)

mne-python icon mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

online_bci_mi icon online_bci_mi

Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training

pyprep icon pyprep

A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

sleepchecker icon sleepchecker

Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data

spack icon spack

A flexible package manager that supports multiple versions, configurations, platforms, and compilers.

yasa icon yasa

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

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