Paweł Korus
Applied Scientist at Amazon
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolPaweł Korus is an applied scientist specializing in computer vision, multimedia signal processing and security, with over a decade of experience bridging academic research and industry productization. Currently at Amazon, he focuses on media integrity across the acquisition and distribution pipeline—camera ISP, learned codecs, forensics and detection of manipulated or synthetic content. His background spans PhD-level work in telecommunications, faculty roles, and postdoc research that produced open-source toolboxes (notably neural-imaging and multiscale-prnu) used for differentiable camera/codec simulation and sensor-fingerprint forensics. He has published in top venues and built practical systems—from Android camera prototypes to exam-grading and web reporting tools—demonstrating an unusual blend of theoretical modeling and hands-on engineering. Paweł also explores adversarial and security facets of ML (dictionary attacks on biometrics, adversarial sensors), combining domain expertise in electronics with a preferred Python + TensorFlow stack.
10 years of coding experience
16 years of employment as a software developer
Ph.D. Telecommunications, Ph.D. Telecommunications at AGH University of Krakow
Polish, English, German, Chinese
Github Skills (38)
animated-gif10
camera10
jpeg10
webcam-capture10
codec10
steganography10
image-processing9
tampering9
toolbox9
lossy-compression9
photo9
modeling9
image-compression9
compression9
structure-from-motion9
Programming languages (3)
Github contributions (5)
pkorus/jpeg-mbfdf-forensics
Nov 2018 - Jul 2020
Contributions:4 commits, 2 pushes, 2 comments in 1 year 8 months
pkorus/l3ic
Aug 2019 - Dec 2020
Contributions:21 commits, 1 push in 1 year 4 months
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