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Warsaw, Poland
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About
I obtained a B.Eng. in Automation and Robotics from Wrocław University of Science and Technology in 2024, with a thesis on reinforcement learning for autonomous drones. I am now pursuing a Master's degree in Computer Science, specializing in Machine Learning, at Warsaw University of Technology.
I have worked on implicit neural representations, generative diffusion models and interpretability, with papers at venues including ICCV, Pacific Graphics and NeurIPS. Currently, I am part of the Centre for Credible AI, working on Interpretability and Model Science projects, and the Systems Research Institute of the Polish Academy of Sciences, contributing to the DRAGONS project.
Looking ahead, I am most interested in foundation models for language and vision, how the two connect, and what it takes to adapt them to robotics, 3D scene understanding and spatial reasoning, with a particular focus on vision-language-action models.
I have worked on implicit neural representations, generative diffusion models and interpretability, with papers at venues including ICCV, Pacific Graphics and NeurIPS. Currently, I am part of the Centre for Credible AI, working on Interpretability and Model Science projects, and the Systems Research Institute of the Polish Academy of Sciences, contributing to the DRAGONS project.
Looking ahead, I am most interested in foundation models for language and vision, how the two connect, and what it takes to adapt them to robotics, 3D scene understanding and spatial reasoning, with a particular focus on vision-language-action models.
Achievements
Publications
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NeurIPS2026Accepted to Conference on Neural Information Processing Systems (NeurIPS)
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NeurIPS Workshop2026Accepted to AI4MetaScience Workshop @ NeurIPS
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IJCAI Workshop2026STRL Workshop @ IJCAI
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SIGGRAPH Asia2025SIGGRAPH Asia Technical Communications
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Pacific Graphics2025Pacific Graphics
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ICCV2025International Conference on Computer Vision (ICCV)
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arXiv2026arXiv preprint arXiv:2608.00264
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arXiv2026arXiv preprint arXiv:2601.07870
Conference Presentations
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ML in PL2026Presentation at the Student Research Workshop @ ML in PL Conference, October 8, 2026
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DSS2024Presentation at the Data Science Summit — Machine Learning Edition, June 13, 2024
Experience
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Research Software EngineerOct 2025 – Present · Warsaw, Poland
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Software EngineerOct 2025 – Present · Warsaw, Poland
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Contract DeveloperApr 2025 – Jun 2025 · Warsaw, Poland
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Research Intern in Computer Graphics GroupOct 2023 – Feb 2025 · Warsaw, Poland