Dominik Filipiak
Assistant Professor at Perelyn
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolDominik Filipiak is an AI scientist and academic who blends deep research with hands-on product delivery, with nine years of professional experience and roots in AI and data since 2011. He works across computer vision, tabular data, text and graphs, and moves ideas from papers into production—evidenced by state-of-the-art results in semi-supervised semantic segmentation and applied photogrammetric solutions. As an assistant professor and lecturer he teaches deep learning, robotics and 3D rendering while supervising R&D; concurrently he co-founded and leads the Warsaw branch of Perelyn as CEO and tech lead for data science. Dominik’s T-shaped skill set spans devops, data engineering, model development in PyTorch and scientific publishing, enabling him to own projects from crawling and cluster setup to model deployment. His dual PhDs (Econometrics and Computer Science in progress), weekend pure math studies, and history of proposal writing reveal a rare mix of theoretical depth and practical entrepreneurship. He is particularly effective at translating imperfect or limited data into robust ML solutions and building teams that bridge academia and industry.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Econometrics and Quantitative Economics, Doctor of Philosophy (Ph.D.) Econometrics and Quantitative Economics at Poznan University of Economics And BusinessMaster of Engineering (MEng) Computer Science, Master of Engineering (MEng) Computer Science at Poznan University of TechnologyBachelor's degree Mathematics, Bachelor's degree Mathematics at Uniwersytet im. Adama Mickiewicza w PoznaniuDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Universität Innsbruck
English, Polish, German
Github Skills (63)
toolbox9
nvidia-docker9
unsupervised-learning9
object-detection9
faster-rcnn8
vision-transformer8
openmmlab8
benchmark8
pytorch8
anomaly-detection8
docker-run7
nvidia7
pytorch-lightning7
instance-segmentation7
mask-rcnn7
Programming languages (6)
Github contributions (5)
DominikFilipiak/imagenet-to-wikidata-mapping
May 2021 - Apr 2022
Contributions:7 commits, 4 pushes in 11 months
DominikFilipiak/LAB-AlgorytmyIStrukturyDanych
Oct 2019 - Oct 2022
Contributions:54 pushes, 1 branch in 3 years
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