Ivan Kondratov
Senior Research Engineer at Huawei
Saint Petersburg, Saint Petersburg, Russia
Summary
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Senior🎓
Top SchoolIvan Kondratov is a Senior Research Engineer and PhD student in Applied Mathematics with 11 years of experience applying math, ML and data science to systems problems. At Huawei he leads kernel-level research and implementation—building tracepoints, collecting data and deploying ML/RL-driven models for utilization tracking, DVFS, devfreq and EAS to improve mobile experience. His background includes multi-agent reinforcement learning research for cloud optimization, teaching data analysis, and hands-on data-science projects from market analytics to social-graph mining. Comfortable bridging rigorous theory and production code, he combines deep applied-math training with practical kernel and data engineering skills. A less obvious strength is his fluency in end-to-end experimental workflows: from problem formulation and trace instrumentation to model validation and kernel integration.
11 years of coding experience
1 year of employment as a software developer
PhD. student, Applied Mathematics, 4.5, PhD. student, Applied Mathematics, 4.5 at Saint Petersburg State UniversityMaster's degree, Applied Mathematics, 4.4/5.0, Master's degree, Applied Mathematics, 4.4/5.0 at Санкт-Петербургский Государственный УниверситетGithub contributions (5)
kondrasso/Untappd-beer-parser
Mar 2020 - Jun 2020
Contributions:38 commits, 19 pushes, 1 branch in 2 months
kondrasso/DQN
May 2020 - Jun 2020
Contributions:11 commits, 9 pushes in 1 month
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