Matthieu Doutreligne
Responsable D Étude at ENSAE Paris
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolMatthieu Doutreligne is a statistician and data scientist with 10 years of experience applying machine learning and causal inference to health and public-sector data. He combines academic depth—a PhD on time-varying routine care data and teaching a Machine Learning for Econometrics course at ENSAE—with operational impact as Responsable d’étude at INSEE and prior data science roles at the Haute Autorité de Santé and the French Ministry of Health. His work spans large-scale health data engineering, quality-of-care measurement, and causal analysis of EHRs, with publications and collaborations at MIT and practical tooling published on GitHub (e.g., SNDS-related projects). Comfortable bridging research and production, he has deployed systems in hospital settings and national crisis dashboards, and he brings hands-on experience with representation learning for medico-administrative databases. Based in Paris, he pairs rigorous mathematical training from École Polytechnique and ENSAE with a habit of shipping reproducible research and open-source resources.
10 years of coding experience
3 years of employment as a software developer
Master's degree, Applied Mathematics, Master's degree, Applied Mathematics at Ecole polytechniqueMaster 2 (M2), Mathematical Statistics and Probability, Master 2 (M2), Mathematical Statistics and Probability at Ensae ParisTechMaster 2 (M2), Artificial Intelligence, Master 2 (M2), Artificial Intelligence at École Normale Supérieure Paris-Saclay
French, English, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (114)
python10
double10
dataframes10
pandas10
causality10
controlling10
causal10
data-science10
causal-inference10
microsoft-research10
orthogonal10
data-analysis10
manipulation10
data-structures10
frame10
Programming languages (10)
Github contributions (5)
strayMat/causal-ml-course
Jul 2024 - Mar 2025
Contributions:148 pushes, 1 branch, 6 issues in 8 months
strayMat/tag_serve
Jul 2018 - Dec 2018
Contributions:41 commits, 2 PRs, 48 pushes in 4 months
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