prohor33 / qa-roberta-ru-saas

Question answering on russian with XLMRobertaLarge as a service

Hi, my name is Prohor 👋 and I ❤️ Data Science and all that connected!

I'm a Data Science Team Lead with over 3+ years experience in ML and 9 years overall in Software Engineering. My S/W background includes practical contact with such technologies as DL, Algorithms, Big Data, Mobile and Web.

Work experience 👔

Position	Company	Period
Data Science Team Lead	SberDevices	24.01.2022 — until now
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.

Education 🎓

• 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.

Projects 🔬

• 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.

More projects here: www.prokh.org
Another pet project is a game for children (done together with my wife): https://goo.gl/mSZNbK

Skills 🛠️

• 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

Certifications 📜

DS/ML/DL

• Mathematics & Python for Data Science @ Coursera
• Supervised Learning @ Coursera
• SQL @ Coursera

More certifications in my LinkedIn.

Speeches & Articles 🎤

• 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

Hackathon participation 💻

• Leaders of Digital. Creative Industries 2021. Rosatom Case.

Github Stats ⭐

P.S.

We are hiring!

P.P.S.

For the page layout many thanks to Dani El-Ayyass