Denis Potapov
CV Lead at ICVR
Yekaterinburg, Sverdlovsk, Russia
Summary
👤
Senior🎓
Top SchoolDenis Potapov is a Computer Vision lead with 11 years of experience specializing in Python-based CV systems, PyTorch models, and OpenCV pipelines. He currently heads CV efforts at ICVR, driving 3D reconstruction and neural network solutions optimized for mobile devices. His background spans industrial vision applications—classification, segmentation, detection, tracking and pose estimation—plus a strong foundation in MS SQL and backend automation from years as a senior SQL developer. Comfortable with production tooling like Docker and Git, he also builds practical automation such as Telegram bots and has hands-on Java and VBA experience. Based in Yekaterinburg, Denis pairs academic engineering training with a pragmatic focus on deployable CV systems, and maintains an active GitHub presence showcasing his project work. Colleagues describe him as an engineer who moves research into efficient, real-world deployments for constrained hardware.
11 years of coding experience
7 years of employment as a software developer
Engineer's degree, Computer Science, Engineer's degree, Computer Science at Ural State Technical University
English, Russian
Github Skills (92)
opencv10
image-processing10
bots10
pipeline-framework10
telegram10
polling10
pitch10
deep-learning10
maven10
stream-processing10
streaming10
calculator10
video-processing10
telegram-bot10
computer-vision10
Programming languages (7)
Github contributions (5)
denred0/image_classification_pytorch
May 2021 - Dec 2022
Contributions:5 releases, 37 commits, 48 pushes in 1 year 7 months
denred0/Object-Detection-Metrics
Jun 2021 - Mar 2022
Most popular metrics used to evaluate object detection algorithms.
Contributions:41 pushes in 9 months
evaluatedeep-learningobject-detectionmachine-learningmetrics
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