Aurélien Demilly
Freelance at Self-employed
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolAurélien Demilly is a Paris-based data scientist and freelance developer with nine years of experience building practical machine learning and data products. Trained as a physicist with a PhD, he brings rigorous experimental thinking to production systems, from feature engineering and predictive modeling to AWS-based microservices and dashboarding. He has led teams and taken hands-on roles as CTO and senior data scientist, delivering end-to-end solutions for media planning, churn prediction, and rare-event detection. Aurélien favors user-friendly, powerful ML tooling and rapid prototyping to demonstrate value in client environments, and is comfortable spanning research-grade analysis to production-ready APIs and React front ends. A less obvious strength is his background in particle physics, which honed his ability to extract signals from noisy data and design bespoke estimators for hard problems.
10 years of coding experience
2 years of employment as a software developer
Bachelor of Applied Science (B.A.Sc.), Physics, Bachelor of Applied Science (B.A.Sc.), Physics at Université de Versailles Saint-Quentin-en-YvelinesDoctor of Philosophy (Ph.D.), Physics, Doctor of Philosophy (Ph.D.), Physics at Université Pierre et Marie Curie (Paris VI)
English, French
Github Skills (5)
git10
github10
python3
data-analysis2
random-forest1
Programming languages (4)
Github contributions (5)
ademilly/waterflow
Sep 2016 - Nov 2016
Python framework to build your data analysis chain as data flowing through transformations
Contributions:53 commits, 6 PRs, 29 pushes in 2 months
data-analysispython
ademilly/categorical_encoder
Jul 2016 - May 2017
Python package for categorical variable encoding (Machine Learning use)
Contributions:4 PRs, 11 pushes, 2 branches in 9 months
fairness-mlpythonmachine-learningencodingpython-package
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