Matt Rozanov

Computer Vision Engineer at oculai

Munich, Bavaria, Germany
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Summary

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Senior
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Top School
Matt Rozanov is a computer vision engineer with 11 years of experience building end-to-end ML/DL systems for video analytics, OCR, pose estimation and robotics, currently applying his expertise at oculai in Munich. He has a strong track record of taking projects from data collection through model training, conversion and integration, having delivered production solutions at TargetAI, Synesis and Veryfi. His background in industrial robotics and low-level programming gives him a practical edge when optimizing models for constrained or embedded environments. Comfortable with both research (implementing SotA papers) and product-focused engineering, he blends rigorous experimentation with pragmatic deployment. Colleagues describe him as someone who bridges academic depth and hands-on delivery, with an unusual early-career focus on reinforcement learning and mobile robot navigation.
code11 years of coding experience
job5 years of employment as a software developer
bookIndustrial Robots and Robotic Systems, Industrial Robots and Robotic Systems at Belarusian National Technical University
bookSoftware development, Software development at Minsk State Higher Radioengineering College
languagesRussian, English
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Stackoverflow

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Github Skills (25)

unet-image-segmentation10
encoder9
semantic-segmentation9
segmentation9
keras9
manipulator8
semantic7
deep-learning7
robot3
computer-vision3
generative-model3
deep-reinforcement-learning3
reinforcement-learning3
face2
zone2

Programming languages (3)

Jupyter NotebookPureBasicPython

Github contributions (5)

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mattroz/diffusion-ddpm

Sep 2022 - Sep 2022

Contributions:30 commits, 10 pushes, 1 branch in 6 days
mattroz/ml-sandbox

Aug 2017 - Mar 2018

Contributions:96 commits, 59 pushes, 1 branch in 7 months
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Matt Rozanov - Computer Vision Engineer at oculai