Anton Andreitsev
Machine Learning Engineer at Lomonosov Moscow State University (MSU)
Moscow, Moscow City, Russia
Summary
👤
Senior🎓
Top SchoolAnton Andreitsev is a Machine Learning Engineer with nine years of experience applying probabilistic modeling and interpretable ML across finance, retail forecasting, and healthcare. He currently works on ranking and personalization at Constructor while lecturing an introductory ML course at Lomonosov MSU and publishing the course materials on GitHub. Previously he led a small data science team at Alfa-Bank building investment propensity, churn, recommendation and profit-forecasting models, and delivered production forecasting and interpretability solutions for KFC and Gazprom. Comfortable bridging research and production, Anton combines rigorous math training (MSU, math & CS) with hands-on delivery—his work includes extracting seasonal and promo components from boosting models and accelerating neural symptom classifiers from 8s to under 1s. Outside of work he mentors students, enjoys sambo and trampoline, and brings a teacher’s mindset to engineering.
9 years of coding experience
5 years of employment as a software developer
Lomonosov Moscow State University
Github Skills (11)
feature-selection7
mathematics6
causal-inference5
modeling5
causality5
machine-learning5
scikit4
python4
deep-learning3
data-science3
scikit-learn2
Programming languages (2)
Github contributions (5)
andreitsev/Machine-Learning-EF-MSU
Jun 2019 - Jan 2023
Contributions:29 commits, 143 pushes, 1 branch in 3 years 7 months
andreitsev/ufc
Jul 2022 - Jun 2024
Contributions:90 pushes, 2 branches in 1 year 11 months
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