Piotr Tempczyk
Group Leader at IDEAS Research Institute
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolPiotr Tempczyk is a machine learning researcher and leader with eight years of experience bridging academic breakthroughs and product-focused AI R&D. Currently leading the Sigma research group at IDEAS Research Institute, he focuses on ML for complex adaptive systems while maintaining an active Ph.D. background in probabilistic ML, generative models, and topological data analysis from the University of Warsaw. He has steered ML teams in finance and industry—most recently as Head of ML Research at DV Trading—and co-founded AI startups delivering consumer and civic-impact products, from personalized children’s books to misinformation detection. His papers have ranked in the top venues (ICML, ICLR, AAA), reflecting a knack for publishing high-impact research that informs real-world systems. Beyond publications, Piotr repeatedly translates theory into production: deploying computer vision, AVM, and drone-surveillance solutions across startups and research institutes. Based in Warsaw, he combines rigorous physics training with hands-on ML engineering and an unusual breadth spanning academic mentorship, foundation leadership, and startup CTO experience.
8 years of coding experience
13 years of employment as a software developer
Master of Science (MS) Physics, Master of Science (MS) Physics at University of WarsawXIV LO im. Stanisława Staszica in Warsaw
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (17)
openai-gym7
glow7
deep-learning5
reinforcement-learning5
machine-learning5
python5
artificial-intelligence4
hyperparameters4
deep-reinforcement-learning4
multiclass-classification4
torchvision3
multiprocessing3
optimization3
pytorch3
asynchronous3
Programming languages (3)
Github contributions (5)
ptempczyk/lidl
Sep 2020 - Aug 2021
PyTorch implementation of Glow
Contributions:2 reviews, 4 PRs, 95 pushes in 11 months
pytorchpytorch-implementationglow
asap-report/lstm-visualisation
Mar 2018 - Feb 2020
Contributions:23 commits, 11 PRs, 22 pushes in 1 year 11 months
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