I'm a Data Science Team Lead with over 6+ years experience in ML and 12 years overall in Software Engineering.
My S/W background includes practical contact with such technologies as DL, Algorithms, Big Data, Mobile and Web.
Position | Company | Period |
---|---|---|
Data Science Team Lead | Yandex | 15.10.2024 — until now |
Data Science Team Lead | SberDevices | 24.01.2022 — 15.10.2024 |
Data Science Team Lead | Sber IDP | 01.11.2019 — 24.01.2022 |
Machine Learning Research Engineer | Iponweb Ltd | 01.01.2019 — 01.11.2019 |
Machine Learning Engineer | Megaputer Intelligence, Inc | 01.12.2015 — 01.01.2019 |
C++ S/W Developer | Mentor Graphics Development Services Ltd | 01.09.2013 — 01.12.2015 |
C++ S/W Developer | 3D Liga | 01.09.2012 — 01.12.2013 |
More detailes about my work experience can in my LinkedIn.
- Master’s degree in Applied Mathematics and Physics at Moscow Institute of Physics and Technology (2013 - 2015)
- Bachelor's degree in Applied Mathematics and Physics at Moscow Institute of Physics and Technology (2009 - 2013)
[Diploma thesis]: "Computer simulation of gas-dynamic processes in the steam generator of the loop channel"
More about education in my LinkedIn.
- QA Roberta Ru SaaS - Question answering on russian with XLMRobertaLarge as a service.
- Transformers NER - Yet another BERT NER implementation with 🤗 Transformers.
- минутки.online - service for automated meeting notes generation from audio record. Done in 1 day by our SberSquad team on LeadersOfDigital hackathon.
- Gimme Collage - simplest solution for creating nice photo gift for your friend.
- Gimme Collage Express - simpliest solution for creating nice photo gift for your friend in instagram
- Defeat Exam! - Mobile iOS/Android education app
- Fractals - Build your own fractal with simple UI.
- Algorithms - Basic algorithms implemented on Python
- Tree Simulator Game - Mobile iOS/Android game where you can grow your own tree
- Asteroids - Classic mobile game
- Multithreading - Multithreading example with C++ 11
- Gas Simulator - Gas Simulator was part of my master degree at MIPT. This is old version though.
- Virtual Keyboard - Virtual keyboard based on OSG. It's a part of eye-tracker project.
- Arkanoid - Another classic game implementation for mobile.
Another pet project is a game for children (done together with my wife): https://goo.gl/mSZNbK
- Languages: Python, C++, Scala, Java, SQL, Objective C, JS, Ruby, C#
- DS/ML/DL: NumPy, SciPy, Pandas, Scikit-Learn, PyTorch
- Big Data: Hadoop, Hive, Spark
- DevOps: Unix, Git, Bash, Docker, CI
- Mathematics & Python for Data Science @ Coursera
- Supervised Learning @ Coursera
- SQL @ Coursera
More certifications in my LinkedIn.
- GigaSearch или поисковая система на GigaChat @ODS AI 2024
- GigaSearch или RAG в GigaChat @GIGA R&D DAY 2024
- GigaSearch или Поисковая система на GigaChat @Merge 2024
- А пруф есть? GigaSearch научился указывать ссылки на источники информации @ Habr
- GigaSearch или Поисковая система на GigaChat @ Habr
- А нейросети кто? @ Podcast ЁПРСТ
- Как адаптировать ML-модели на примере SberBoom @ WBDay 2023
- Как адаптировать ML модель под изменение поведения пользователя и повысить качество на примере умной колонки SberBoom @ DUMP 2023
- Нужно прокачать NER-модель, но как? @ HighLoad 2022
- Low-code & No-code for NLP @ AIJ2021
- NER using Efficient Attention @ Sberloga
- AI Jounrey 2020
- Задача NER. Hands-on experience @ Sberloga
For the page layout many thanks to Dani El-Ayyass