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prohor33/README.md


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

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.

Work experience 👔

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.

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.

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

More certifications in my LinkedIn.

Speeches & Articles 🎤

Hackathon participation 💻

Github Stats ⭐

Prohor' github stats

P.S.

For the page layout many thanks to Dani El-Ayyass

Popular repositories Loading

  1. qa-roberta-ru-saas qa-roberta-ru-saas Public

    Question answering on russian with XLMRobertaLarge as a service

    Python 21

  2. cocos2dx-arkanoid cocos2dx-arkanoid Public

    Simple implementation of old school game

    C++ 3 1

  3. minutki.online minutki.online Public

    Python 3 1

  4. ndk-asteroids ndk-asteroids Public

    Sample NDK opengl-es-1.0 project

    C++ 1

  5. math-projects math-projects Public

    Some not very massive math projects

    C++ 1

  6. multithreading-sample multithreading-sample Public

    C++11 multithreading searching for least common multiple of the big amount of numbers

    C++ 1