Machine Learning Engineer
Current- создание MLOps процессов- подготовка данных и обучение моделей- оптимизация инференса моделей- настройка Triton Inference Server
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Konstantin P is listed as Machine Learning Engineer at Neurocore R&D Lab, based in Novosibirsk, Russia, Russian Federation. AeroLeads shows a matched LinkedIn profile for Konstantin P.
Konstantin P previously worked as Machine Learning Engineer at Ооо "Система" and Machine Learning Engineer at Nzt Group. Konstantin P holds Бакалавр, Геоинформационные Технологии from Томский Политехнический Университет.
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Hello!My name is Konstantin and I am an ML engineer.I started my journey in 2020. Then I wrote a thesis on the topic of detecting objects in an image and shared it on Habr [https://habr.com/ru/post/510560/]. The popularity of the article only increased my interest in the field of Computer Vision and drives me to this day.By participating in various startups, I learned how to lead the full cycle of ML system development. From setting tasks for data collection teams, to optimizing and deploying models. From a short script to a full service for image analysis.I boldly take on new, unexplored technologies and dive deeper into the already familiar ones. And if I find out something interesting, I am happy to share my knowledge. So another article was born on Habr [https://habr.com/ru/post/686884/].Of greatest interest to me is the development and optimization of algorithms for the Computer Vision problem, the analysis of scientific articles and their application to real problems.
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- создание MLOps процессов- подготовка данных и обучение моделей- оптимизация инференса моделей- настройка Triton Inference Server
Москва, Россия
Система - программное обеспечение для автоматизации пропускных пунктов.- с нуля разработал коммерческий продукт, являясь единственным технический специалистом проекта- разработан модуль высокоточного распознавания номеров даже при сложных ракурсах и плохом качестве изображения- разработанный модуль легко подстраивается под различные виды устройств (сервера с GPU и CPU-only, Jetson Nano, Raspberry Pi)- высокая скорость работы, минимальные системные требования для стабильной работы модуля- параллельная обработка нескольких видеопотоков
NZTPoker is a mobile application for getting tips while playing online poker.- a C++ module was developed that allowed to recognize all important actions on the user's device to generate hints and automate clicker actions- the rejection of the neural network approach and server processing allowed the company to significantly reduce the company's costs for powerful servers and increase the speed of prompts for users
- calculation of the optimal amount of use of raw materials- mathematical modeling of complex technical processes for coal processing
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Konstantin P works for Neurocore R&D Lab.
Konstantin P is listed as Machine Learning Engineer at Neurocore R&D Lab.
Konstantin P is based in Novosibirsk, Russia, Russian Federation while working with Neurocore R&D Lab.
Konstantin P has worked for Neurocore R&D Lab, Ооо "Система", Nzt Group, and Евраз.
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Konstantin P holds Бакалавр, Геоинформационные Технологии from Томский Политехнический Университет.
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