Piotr Kawa
Machine Learning Researcher at Politechnika Wrocławska
Lower Silesian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolPiotr Kawa is a machine learning researcher and PhD candidate at Wrocław University of Science and Technology with nine years of experience building and deploying deep learning systems across audio, vision and anti-spoofing domains. Currently at Resemble AI and formerly leading AI efforts at IDENTT and Vestigit, he combines hands-on model research (voice conversion, DeepFake detection, diffusion/GAN generative work) with production engineering skills—deploying optimized PyTorch/TensorFlow models and services with Docker, FastAPI and Kubeflow. He has a strong biometrics and document-forensics background, having delivered OCR, liveness verification and identity-fraud solutions that balance robustness and usability. Piotr also teaches computer vision and algorithms, bringing academic rigor to applied R&D, and his cross-disciplinary work often bridges neural generative methods with practical anti-spoofing defenses. An understated strength is his track record of moving research into funded national projects and production products, reflecting both scientific depth and delivery focus.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Wrocław University of Science and Technology
Polish, English, German
Github Skills (15)
audio-deepfake-detection9
adversarial-attacks7
audio6
deepfake6
defense6
loss6
ssim4
deep-learning4
mel4
image-analysis4
pytorch4
image-processing4
similarity3
wav1
speech1
Programming languages (3)
Github contributions (5)
piotrkawa/audio-deepfake-adversarial-attacks
Oct 2022 - Jan 2023
Implementation of "Defense against Adversarial Attacks on Audio DeepFake Detection"
Contributions:1 review, 18 commits, 2 PRs in 2 months
pytorchadversarial-attacksdeepfakedeepfake-audiodeep-learning
piotrkawa/piotrkawa.github.io
Mar 2022 - Jan 2023
Contributions:67 commits, 83 pushes, 1 branch in 9 months
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