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 (43)
face10
pose10
pointnet10
autoencoder10
self-organizing-map10
caffe9
openpose9
machine-vision9
cpp8
computer-vision8
point-cloud8
computer-graphics8
human-pose-estimation8
candidate8
keypoint7
Programming languages (4)
Github contributions (5)
sergeyprokudin/smplpix
Feb 2021 - Jul 2022
Contributions:212 commits, 29 pushes, 30 comments in 1 year 5 months
sergeyprokudin/BiternionNet
May 2017 - Mar 2018
Contributions:1092 pushes in 10 months
pytorchregressionhead-posedeep-learningcontinuous
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