Andrei Dergatchev
Директор Лаборатории Механизмов Machine Learning at Sberbank-Technology
Moscow, Moscow City, Russia
Summary
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Rockstar🎓
Top SchoolAndrei Dergatchev is a machine learning leader and entrepreneur based in Moscow, currently directing the Machine Learning Laboratory at Sberbank-Technology with deep hands-on experience across ML, NLP, image analysis and BI. He combines academic rigour (years of PhD work in biomedical optics and MS in physics) with product-driven R&D, having co-founded a medical diagnostics startup (Tonocard) that won a national innovation competition and demonstrated in front of the State Duma committee. His career spans senior engineering roles at Microsoft and Skype, leading NLP and social-media analytics teams, and building production-grade resume parsers and large-scale user-demographic models. Practically fluent in Python, C++, Java and statistical tools (R, Matlab, Weka) he focuses on extracting non-obvious patterns from big, heterogeneous data using probabilistic and ML methods. Colleagues describe him as a rare hybrid of mathematician, developer and product builder who moves research prototypes into deployed systems. Despite a broad corporate portfolio, he keeps a founder’s mindset—still running a medtech venture while steering ML strategy at a major bank.
3 years of coding experience
6 years of employment as a software developer
Lomonosov Moscow State University
Github Skills (24)
imputation9
regression9
multiclass-classification9
classification-algorithm9
binary-classification9
automated-machine-learning7
classification7
blackbox7
kaggle7
nlp7
parameter-tuning6
machine-learning6
feature-engineering6
python6
automl5
Programming languages (2)
Github contributions (5)
screengreen/screengreen
Jun 2023 - Nov 2024
Contributions:15 pushes, 1 branch in 1 year 4 months
REU-DS-CLUB/Face_id_and_detection
Sep 2023 - Nov 2023
Contributions:45 pushes in 2 months
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