Petr Buchal
Researcher at Cognitechna
Brno, Southeast, Czechia
Summary
👤
Senior🎓
Top SchoolPetr Buchal is a researcher and machine learning engineer with 10 years of experience building production computer vision systems, from license-plate OCR to real-time traffic monitoring and intelligent warehouse safety. He combines academic rigor from Brno University of Technology with hands-on engineering—rewriting legacy TensorFlow pipelines into PyTorch Lightning, deploying models with Dockerized tooling, and closing the loop from annotation to automated re-labeling. As a co-founder he designed a neural-embedding recommendation engine and led product, UX and API work, showing he can move ideas into shipped products and pitches that won multiple startup grants. He has deep experience in OCR, document restoration with GANs, hyperspectral analysis, and embedded vision solutions, making him comfortable across research, full-stack tooling, and production deployment. Notably, he built Vision Loop, a practical end-to-end tool that bridges labeling and training to accelerate iterative model improvement.
10 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Graphics and Multimedia, Master's degree, Computer Graphics and Multimedia at Brno University of Technology
English, German, Slovak, Czech
Stackoverflow
53reputation
5kreached
1answer
3questions
Github Skills (42)
logos9
svg-files9
branding9
svg8
svg-images8
icon-pack8
octicons7
bootstrap-icons7
coinmarketcap7
neural-network6
keras6
deep-learning6
tensorflow6
gpu6
openai-gym6
Programming languages (7)
Github contributions (5)
LachubCz/Medieval-Solitaire
Apr 2017 - Feb 2019
Projekt IJA
Contributions:197 commits, 2 PRs, 22 pushes in 1 year 10 months
javaprojekt
LachubCz/PGuNN
Apr 2018 - Feb 2019
Contributions:67 commits, 1 PR, 59 pushes in 10 months
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