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.
- 🐍 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.
GPmix:
⭐ Creator and lead developer of the GPmix Python package for clustering functional data using Gaussian Process mixtures.
Check it out on PyPI!
- 📚 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
🟣 Probabilistic modeling
🔵 Unsupervised learning
🟢 Functional data analysis
🟠 Gaussian processes
🟡 High-dimensional statistics
🟤 Algorithmic fairness
- 🎮 Video games, mostly EA FC
- 🎤 Occasional (and enthusiastic!) singer
- 🌐 Random internet explorer
🚀 Always open to collaborations, nerdy chats, and bridging the gap between pure math and cutting-edge machine learning.