Petr Ostroukhov
Senior Engineer at Huawei
Moscow, Moscow, Russia
Summary
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Senior🎓
Top SchoolPetr Ostroukhov is a senior engineer and PhD in Mathematics and Computer Science with nine years of experience specializing in numerical optimization and machine learning. He focuses on improving efficiency of Large Language Model training, bringing deep expertise in high-order optimization methods, adaptive step and batch size strategies. His career bridges research and applied work across institutions like MBZUAI, MIPT and Yandex, and he has taught and led courses and seminars on optimization at graduate and undergraduate levels. Petr has hands-on experience with NLP and low-resource machine translation from industry roles and has contributed to digital signal processing and tensor-method projects in academia. Colleagues describe him as someone who translates advanced theoretical methods into practical training improvements—often spotting algorithmic gains that are not obvious from standard first-order views. Now based in Moscow, he combines rigorous research training with production-minded engineering at Huawei.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Mathematics and Computer Science, Doctor of Philosophy - PhD, Mathematics and Computer Science at Moscow Institute of Physics and Technology (State University) (MIPT)
English, Russian
Github Skills (119)
regularizer10
optimization-methods10
text-mining10
sequence10
ctc9
topic-modeling9
python9
meter9
menu9
telegram9
temperature9
optimization9
sequence-to-sequence9
discord9
pytorch9
Programming languages (7)
Github contributions (5)
postrou/hyperparameter_optimization
Oct 2020 - Aug 2022
Contributions:34 commits, 29 pushes, 1 branch in 1 year 10 months
postrou/OPTAMI
Jan 2022 - Apr 2023
Contributions:51 pushes, 1 branch in 1 year 3 months
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