Sergey Prokudin
Senior Scientist at ETH Zürich
Zurich, Zurich, Switzerland
Summary
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Senior🎓
Top SchoolSergey Prokudin is a senior scientist and computer vision researcher based in Zurich with 11 years of experience building robust, efficient algorithms for 3D and 4D scene analysis and probabilistic deep learning. He progressed from malware analysis and large-scale ML systems at Kaspersky to a PhD at the Max Planck Institute and applied science internships at Amazon, culminating in postdoctoral and senior scientist roles at ETH Zürich. His work blends geometric deep learning, uncertainty quantification, and computational efficiency, with peer-reviewed contributions such as ICCV 2019 on point-cloud encoding. Known for turning theoretical models into practical, scalable methods, he thrives on problems that require marrying mathematical rigor with engineering trade-offs.
11 years of coding experience
8 years of employment as a software developer
Lomonosov Moscow State University
Github Skills (32)
face10
3d10
pose9
caffe9
openpose9
human-pose-estimation9
opencv9
pose-estimation9
point-cloud9
cpp9
computer-vision8
deep-learning8
uncertainty-quantification8
machine-learning8
statistics8
Programming languages (4)
Github contributions (5)
sergeyprokudin/BiternionNet
May 2017 - Mar 2018
Contributions:1092 pushes in 10 months
pytorchregressionhead-posedeep-learningcontinuous
sergeyprokudin/knet
Dec 2016 - Apr 2017
Contributions:225 commits in 3 months
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