Nikita Avdosev
Machine Learning Engineer at Yandex
Volgograd, Volgograd Oblast, Russia
Summary
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Top SchoolNikita Avdosev is a Machine Learning Engineer with eight years of experience blending ML research, mobile development, and systems engineering, currently driving production-grade NLP at Yandex. He led development of a state-of-the-art transformer-based text summarization pipeline that raised high-quality summaries from 50% to 70% and cut poor outputs to 5%, and built an internal FAQ system by parsing Telegram chats and integrating a YandexGPT-based tagging layer. Previously he improved a major Flutter app’s performance and developer workflow—introducing a release performance monitor, dark-theme design mapping, and CI/CD automation—and mentored new engineers. His background includes low-level work on persistent memory at Intel and geometric 3D/CV cores for CAD systems, giving him a rare mix of ML modeling, mobile product delivery, and systems-level optimization. Based in Volgograd, he holds a Master’s in Computer Software Engineering from ITMO and combines practical production impact with research-oriented experimentation.
7 years of coding experience
2 years of employment as a software developer
Bachelor's degree, Computer Science and Engineering, Bachelor's degree, Computer Science and Engineering at Volgograd State Technical UniversityMaster's degree, Computer Software Engineering, Master's degree, Computer Software Engineering at ITMO University
Русский, Английский
Stackoverflow
91reputation
20kreached
1answer
0questions
Github Skills (80)
windows10
specification10
sdk10
dart10
cross-platform10
android10
macos10
flutter10
ios10
desktop10
material-design10
dart-language9
mobile-development9
slide-menu9
web-framework9
Programming languages (9)
Github contributions (5)
avdosev/either_dart
Sep 2020 - Nov 2022
Either class for Dart or Flutter projects.
Contributions:79 commits, 1 PR, 55 pushes in 2 years 2 months
flutterdartlangdart2dart
avdosev/kypluk
Dec 2018 - Oct 2020
Contributions:127 commits, 2 PRs, 125 pushes in 1 year 9 months
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