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nabilalibou/README.md

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

Pinned

  1. online_bci_mi online_bci_mi Public

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

    Python 1

  2. connectivity_segmentation connectivity_segmentation Public

    Track and segment the dynamics of brain connectivity networks

    Python 1

  3. EEG_kaggle_sandbox EEG_kaggle_sandbox Public

    Exploring Brain Signal Processing Pipelines for Kaggle Challenges

    Python 1

  4. SleepChecker SleepChecker Public

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

    Python 1

  5. NTX_Hackathons23_FractedMinds NTX_Hackathons23_FractedMinds Public

    Forked from ImJustWan/FractedMinds

    EEG online analysis project for Hackathon 42 x NeuroTechX 2023

    Python

  6. brain_source_localization brain_source_localization Public

    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 (S…

    MATLAB 1