Georgy Perevozchikov
ML Engineer, Backend Developer
Purpose in life
Develop yourself and the world.
Education
2016-2018
IKBFU Kant, Kaliningrad, Russia
- Bachelor’s degree in Cyber security
2017-2018
Leipzig University, Leipzig, Germany
- ERASMUS+ courses in Computer Science
2018 - 2021
MAI, Moscow, Russia
- Bachelor’s degree in Computer Science
2021 - present
MIPT, Moscow, Russia
- Master’s degree in Cognitive Technology
Skills
Hard Skills
Programming languages
- Golang, C\C++
- Python, C#, JS (wasm), Java
- SQL, PL-SQL
Frameworks
- Git, Git-LFS, SVN
- OpenCV, Pandas, Numpy, Tensorflow, Keras, Pytorch, Scikit-Learn
- nVidia APEX, nVidia DALI, nVidia CUDA, TensorRT, ONNX, OpenVINO
- IO-Http, Flask, DJango, FastAPI
- .NET Core 2.x/3.x/5.x, WPF, WCF, ASP.NET MVC, Entity Framework, ML.NET, Accord.NET
- MS SQL, PgSQL, MySQL, MongoDB, RedisDB, ClickHouse, RabbitMQ
- Docker, nVidia-Docker, Docker-Compose, CI/CD, ML-Ops, Openstack, DVC, CML
- Linux, Debian, RedHat Linux, Windows Server 2012 R2
Key Skills
- AI/ML/DL (CV, ASR, TTS, NLP, CNN, RNN, GRU, Gradient Boosting, Classical ML)
- ML Optimization, ML Deploy
- Highload Backend
Soft Skills
- Head of Open Source project Lacmus Foundation (2018-present)
- Multiple winner and participant of programming competitions: Hackathons, CTF, ICM ICPC, LetCode
- Open Source contributor (ODS, Avalonia, Mozilla, Canonical, Gnome Project)
Science Articles
News About Me
- https://youtu.be/4QfOBTHEgJU
- https://habr.com/ru/company/ods/blog/483616/
- https://ai-news.ru/2018/11/kak_ya_keras_na_c_zapuskal.html
Experience (5 years)
November 2021 - present
Senior Developer, Expert, Greenatom, Moscow
- Senior Computer Vision Engineer (Python, C\C++)
- Highload Backend Developer (Golang, Python)
- ML-Ops Engineer (DVC, CML)
- Software Architect
- Face Recognition Frameworks Development
- 3D Reconstruction of Objects Based on UAV Images
September 2019 - November 2021
Senior Developer, FSBI Moscow Center for Cartography, Moscow
- Senior Computer Vision Engineer (Python, C\C++)
- Highload Backend Developer (Golang, Python)
- Applying Neural Networks for Satellite Imagery Recognition and Map Rendering (Python, C\C++)
- GIS Developer
- Development Projects:
- https://rgis.mosreg.ru/ - Moscow Public Map
February 2019 - September 2019
Senior Developer, RocketLab, Moscow
- Senior Computer Vision Engineer (Python, C\C++)
- Backend Developer (C\C++, C#)
- Neural Network Inference in Browsers (Python, C\C++, Wasm, JS, Emsdk)
- Development of 3D Rendering Engines (C\C++, Wsam, OpenGL, WebGL, Emsdk)
- Porting OpenCV to Web Assembly (С\С++, Wasm, JS, Emsdk)
- Development Projects:
- https://www.rocket-ar.com/ - Augmented Reality Platform
May 2018 - February 2019
Middle Developer, Coderaptor, Moscow
- Computer Vision Engineer (Python, C\C++)
- Backend Developer (C\C++, C#, Python)
- Neural Network Developer (Python)
- UE4 Developer (C++)
- Development Projects:
- End-to-End Voice Assistant (TTS, ASR, NLP, NLU)
- Applying ML for Inverse Kinematic (ML, CV, UE4)
- https://github.com/gosha20777/keras2cpp - a small library for running Keras models in a native C++
February 2017 - May 2018
Junior Developer, IKBFU Kant, Kaliningrad
- Backend Developer (C#)
- Telegram-bot Developer (C#, Python)
- Neural Network Developer (Python)
- Development Projects:
- @KantIKBFU_Bot – chatbot project with neural networks (NLP, SpiCy)
- @btc_banker_bot – cryptocurrency exchange service (btc, eth, python)
- Block-Chain data base for students management
- Parking Web Api – Car Recognition Service (Python, Keras, image classification)
- http://eng.kantiana.ru/ – University Web Page (ASP.NET, C#)
- https://github.com/gosha20777/NoteShrink – Computer Vision Algorithm to Shrink the Notes
January 2016 - December 2016
Juniour Developer, LAZARUS
- Open Source Developer:
- Lazarus
- Indy (https://github.com/gosha20777/Indy) – TCP/IP Support in Lazarus IDE