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EAkeweje/README.md

🎲 Meet me

Hey there! I’m Emmanuel — a lifelong explorer of the mathematical universe, now charting new territories in machine learning and statistics. My research journey weaves numbers, code, and creativity into solutions for the world’s trickiest data challenges.

🧑‍💻 Technical Arsenal

  • 🐍 Python (my trusty sidekick) | A dash of R & Matlab
  • 📦 Libraries:
    pandas • numpy • scikit-learn • PyTorch • scikit-fda
    scipy • matplotlib • seaborn • statsmodels
  • ⚡ Dev & Workflow: Reproducible pipelines, open-source packages, Jupyter, Git/GitHub, and clean code documentation.

🚀 Featured Project

GPmix:
⭐ Creator and lead developer of the GPmix Python package for clustering functional data using Gaussian Process mixtures.
Check it out on PyPI!

🎓 Academic Adventure

  • 📚 PhD in Statistics (ongoing) – Unsupervised learning for functional data
  • 📊 MSc in Data Science – Data intensive mathematical modelling & Machine learning
  • 🔢 MSc in Mathematical Sciences – Probability theory & advanced calculus

🔬 Research Playground

🟣 Probabilistic modeling
🔵 Unsupervised learning
🟢 Functional data analysis
🟠 Gaussian processes
🟡 High-dimensional statistics
🟤 Algorithmic fairness

🌈 Beyond the Code

  • 🎮 Video games, mostly EA FC
  • 🎤 Occasional (and enthusiastic!) singer
  • 🌐 Random internet explorer

✨ Let’s Connect!

🚀 Always open to collaborations, nerdy chats, and bridging the gap between pure math and cutting-edge machine learning.

Mathematical Art Machine Learning Functional Data

Popular repositories Loading

  1. GPmix GPmix Public

    A library for efficient uncovering of latent cluster labels in functional data from Gaussian process mixtures.

    Python 3 1

  2. GEOMETRIC-LEARNING-FOR-FLOWS-IN-POROUS-SYSTEMS GEOMETRIC-LEARNING-FOR-FLOWS-IN-POROUS-SYSTEMS Public

    Exploring data-driven techniques for reconstructing state of steady flows in porous media

    Jupyter Notebook 1 1

  3. Powder-Morphology-Analysis Powder-Morphology-Analysis Public

    Jupyter Notebook 1 1

  4. MoNet MoNet Public

    Forked from sw-gong/MoNet

    Pytorch reproduction of the paper "Gaussian Mixture Model Convolutional Networks" (CVPR 17)

    Python

  5. ML2021_seminars ML2021_seminars Public

    Forked from adasegroup/ML2021_seminars

    Repository containing seminars from 2021 Machine Learning course at Skoltech

    Jupyter Notebook

  6. EAkeweje EAkeweje Public

    Config files for my GitHub profile.