German Chesnokov
Machine Learning Engineer at Wayve
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolGerman Chesnokov is a Machine Learning Engineer based in London with a decade of experience and a 5+ year focus on production ML, spanning chatbots to self-driving cars. He builds end-to-end model pipelines for large-scale data, researches state-of-the-art architectures, and optimizes models for computational and deployment efficiency. His industry track record includes Yandex and Mail.ru Group on agent behavior and dialogue systems, a senior role at Avride, and current work at Wayve on autonomous driving. He also teaches applied mathematics refreshers, reflecting a knack for translating theory into practical solutions. Currently his research interest centers on uncertainty estimation for deep learning models—a signal he prioritizes model reliability as much as raw performance.
10 years of coding experience
7 years of employment as a software developer
Bachelor's degree Applied Mathematics, Bachelor's degree Applied Mathematics at Higher School of Economics
Russian, English
Github Skills (14)
tracks10
baidu9
keras8
keras-tensorflow7
ray7
machine-learning7
spark7
mxnet6
pytorch6
mpi6
deep-learning6
apache5
tensorflow5
distributed-training3
Programming languages (3)
Github contributions (5)
Shifts-Project/shifts
Apr 2021 - May 2022
This repository contains data readers and examples for the three tracks of the Shifts Dataset and the Shifts Challenge.
Contributions:2 reviews, 119 commits, 14 PRs in 1 year
shiftsreadersdatasetdataset-shiftstracks
gerrok30/mipt-hws
Nov 2016 - Dec 2016
Contributions:4 pushes, 1 branch in 1 month
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