Sergey Karpov
Data Scientist
Moscow, Moscow, Russia
Summary
👤
Senior🎓
Top SchoolSergey Karpov is a data scientist with 12 years of experience building production-grade ML systems, currently applying his expertise at Авито after a six-year tenure advancing recommendation, moderation and NLP at YouDo. He has deep hands-on experience with big data and real-time streaming (Spark Streaming, Aerospike) and has delivered improvements in auto-moderation, short-text clustering, recommender systems and A/B testing platforms that measurably increased task volume and moderation accuracy. Sergey’s background as a backend developer and engineering specialist in mechatronics gives him a practical systems mindset—he routinely bridges research-grade DL models and robust production pipelines. He also led efforts in antifraud clone detection, uplift modeling and ad effectiveness prediction, showing a balance of applied ML, product impact and operational reliability.
12 years of coding experience
13 years of employment as a software developer
Диплом специалиста по инженерной специальности Мехатроника робототехника и автоматизация, Диплом специалиста по инженерной специальности Мехатроника робототехника и автоматизация at МИРЭАаспирант Системный анализ обработка и управление информацией, аспирант Системный анализ обработка и управление информацией at Мирэа
Английский, Немецкий, Русский
Github Skills (47)
telescope10
input-field10
alerts9
astronomy9
cosmology9
transient9
gtk9
curve9
apache-kafka8
python8
pipeline8
extraction8
autocomplete8
fink8
matplotlib8
Programming languages (4)
Github contributions (5)
karpov-sv/stdweb
Jun 2023 - Mar 2025
Contributions:171 pushes, 1 branch, 17 comments in 1 year 8 months
karpov-sv/rts2
Nov 2017 - May 2024
Contains core part of the RTS2 - RTS2 libraries, and drivers for basic devices.
Contributions:292 pushes, 19 branches in 6 years 6 months
driversfreertoszephyr
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.