Gennadiy Sidorov
ML Engineer (Computer Vision) at STC Ltd.- Claim this Profile
Contact Information
us****@****om
(386) 825-5501
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Location
RU
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Credentials
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Интерактивный тренажер по SQL
StepikJul, 2021- Nov, 2024 -
Introduction to Deep Learning in Python
DataCampMar, 2021- Nov, 2024 -
Linear Classifiers in Python
DataCampMar, 2021- Nov, 2024 -
Unsupervised Learning in Python
DataCampMar, 2021- Nov, 2024 -
Supervised Learning with scikit-learn
DataCampFeb, 2021- Nov, 2024
Experience
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STC Ltd.
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Russian Federation
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Software Development
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1 - 100 Employee
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ML Engineer (Computer Vision)
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Oct 2022 - Present
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AEROSPACE-AGRO
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Russian Federation
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Farming
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1 - 100 Employee
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Junior ML Engineer (Computer Vision)
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Jan 2022 - Oct 2022
Data collection and work on them (search and creation of datasets + pre-processing) Creation of neural network models of computer vision for agricultural tasks (satellite images): o Use of U-Net-like architectures for segmentation problems of erosion, drought, fires, etc. o Use of architectures for the Super-Resolution task o Use of classical machine learning models for classification of environmental conditions (Decision Tree, Logreg) Deploying computer Vision models on AWS Implementation of approaches from articles Show less
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Education
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2019 - 2023
СПБГУТ им. профессора М. А. Бонч-Бруевича
Бакалавр, Конструирование и технология электронных средств
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