Ivan Lunev
Senior Machine Learning Engineer at Yandex
Saint Petersburg, Saint Petersburg, Russia
Summary
👤
Senior🎓
Top SchoolIvan Lunev is a Senior Machine Learning Engineer specializing in computer vision and ADAS, with a decade of professional experience and 4+ years focused on ML/DL. He has taken models from research to real-time production—optimizing SOTA CNNs in C++/Python and leading data collection and a team of annotators for robust training pipelines. Before moving full-time into autonomous driving at Yandex, he applied rigorous statistical methods as a biostatistician to accelerate drug development and shipped an ML-driven simulation tool for investigators. Ivan combines strong applied mathematics from Saint Petersburg State University and top-ranked ML training at Yandex School of Data Analysis to bridge theory and embedded systems constraints. He’s especially adept at adapting complex architectures for latency- and resource-constrained hardware while preserving customer metrics.
10 years of coding experience
3 years of employment as a software developer
Master's degree, Applied Mathematics and Computer Science, Master's degree, Applied Mathematics and Computer Science at Saint Petersburg State UniversityMachine learning developer, 5.0/5.0, Machine learning developer, 5.0/5.0 at Yandex School of Data Analysis
Russian, English
Stackoverflow
1reputation
0reached
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Github Skills (10)
perl9
typescript9
swig7
windows7
linux7
cpp7
programming-language6
cross-platform6
dts5
typescript-definitions5
Programming languages (3)
Github contributions (5)
Dragonway/LeetCode
Apr 2018 - Jan 2019
Contributions:41 pushes, 1 branch in 8 months
Dragonway/config
Apr 2018 - Dec 2018
Contributions:9 pushes, 1 branch in 8 months
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