Andrey Romanov
Staff Machine Learning Engineer at Constructor
Yerevan, Armenia
Summary
🤩
Rockstar🎓
Top SchoolAndrey Romanov is a Staff Machine Learning Engineer with 11 years of experience building recommendation and optimization systems across e-commerce, music, and retail. A Yandex School of Data Analysis graduate and ex-Yandex engineer, he has scaled recommendation products from first customers to enterprise deployments and now leads AI Shopping Assistant efforts as a founding engineer at Constructor. His background spans low-level telecom systems to production ML pipelines and DevOps-driven microservices, enabling a rare combination of production-grade software engineering and applied research. He has led cross-functional teams, hired and mentored data scientists, and shipped automated pricing and assortment optimization for large retail chains. Notably, his career moves reflect a consistent focus on turning research and hypotheses into reliable, high-throughput services in production.
11 years of coding experience
12 years of employment as a software developer
Master's Degree, Computer Science and Data Analysis, Master's Degree, Computer Science and Data Analysis at Yandex School of Data AnalysisEngineer's Degree, radio electronic systems, Engineer's Degree, radio electronic systems at Bauman Moscow State Technical University
Russian, English
Github Skills (70)
deploying10
keras-tensorflow10
intellij10
modular9
spark-ml9
telegram-bot9
clojure9
math-library9
nlp9
deep-reinforcement-learning9
notebook9
python9
differentiation9
incanter9
gpu9
Programming languages (5)
Github contributions (5)
drewnoff/openintro-gorilla-incanter
Dec 2015 - Jan 2016
Contributions:61 commits, 14 PRs, 51 pushes in 20 days
openintroreplincanterclojuregorilla
drewnoff/spark-notebooks-gallery
Jun 2017 - Sep 2017
Contributions:58 commits, 12 pushes, 1 branch in 3 months
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