Andrey Krivonogov
NLP Expert at BNP Paribas
Greater Paris Metropolitan Region France
Summary
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Senior🎓
Top SchoolAndrey Krivonogov is an NLP expert and data scientist with nine years of experience turning advanced mathematics into production-grade ML systems. With an École Polytechnique and Télécom Paris background and a master's in random matrix theory from NSU, he combines deep theoretical rigor with practical engineering—having led teams at Tinyclues to ship deep-learning recommenders used by 100+ clients and built attention-based models that materially improved predictions. He specializes in scaling inference and data pipelines (Pandas+PyArrow, Cython, sparse matrices) and has a track record of mentoring engineers while bridging product and research for telco and marketing use cases. Now based in Greater Paris and currently at BNP Paribas, he brings a rare mix of formal math expertise and hands-on production deployment experience.
9 years of coding experience
10 years of employment as a software developer
Engineer's degree Mathematics and Informatics, Engineer's degree Mathematics and Informatics at École PolytechniqueEngineer's degree Machine Learning and Data Science, Engineer's degree Machine Learning and Data Science at Télécom ParisMaster’s Degree Lie algebras and random matrices, Master’s Degree Lie algebras and random matrices at Novosibirsk State University (NSU)
Russian, French, English, German
Stackoverflow
1reputation
0reached
0answers
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Github Skills (23)
pandas9
manipulation9
python9
data-structures8
data-analysis8
frame8
gateway8
dataframes8
calculator8
data-science8
data-manipulation7
openai5
langchain5
javascript4
llm4
Programming languages (1)
Github contributions (5)
krivonogov/xg
Sep 2016 - Aug 2017
Expected goals calculator
Contributions:8 commits, 2 PRs, 7 pushes in 10 months
calculatorjavascriptgoals
tinyclues/labeledmatrix
Mar 2024 - Mar 2024
Contributions:1 release, 7 PRs, 25 pushes in 1 day
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