Jan Brabec
Principal AI Researcher at Czech Technical University in Prague
Prague, Prague, Czechia
Summary
👤
Senior🎓
Top SchoolJan Brabec is a Principal AI Researcher based in Prague with 11 years of experience building production-scale ML systems from prototype to billion-item throughput. At Cisco he led a cross-functional team that created a novel email security engine now processing billions of messages monthly and published technical results on its architecture and models. He blends a strong academic grounding—a Master’s in Computer Vision and ongoing PhD work in AI—with hands-on software engineering roots in C++ and large-scale MLOps. Comfortable on the edge of learnability, he specializes in making models work on messy, real-world datasets and operationalizing them reliably. He also teaches machine learning engineering, reflecting his commitment to bridging research rigor and production practice.
11 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Czech Technical University in Prague
Czech, English, German
Github Skills (27)
uci-machine-learning10
simple-api10
classification9
api9
regression9
clustering9
python8
deep-learning8
gpu8
machine-learning8
statistics8
uci8
neural-network6
tensorflow6
debugging6
Programming languages (3)
Github contributions (5)
cisco/oraf
May 2019 - Mar 2021
Optimized RAndom Forests
Contributions:1 release, 16 commits, 2 PRs in 1 year 10 months
optimizedforestsrandom-forests
CiscoCTA/nci_eval
Jan 2020 - Jan 2020
Contributions:32 commits, 15 pushes, 3 branches in 13 days
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