About Me

I am a PhD student at the Warsaw University of Technology, where I also earned my MSc in Computer Science. I work at CV Lab at WUT under the supervision of professor Tomasz Trzciński. During my PhD, I was also a part of IDEAS NCBR, ELLIS Unit Warsaw. My research focuses on efficiency in deep learning, covering topics such as adaptive computation, activation sparsity, speculative decoding, and continual learning.

Research work

I have collaborated with researchers from Jagiellonian University, Universitat Autònoma de Barcelona, Sapienza Università di Roma, and the University of Amsterdam, and was also a visiting researcher at Sapienza. My work has been published at top conferences, including first-author papers at NeurIPS and ICML. I also have co-authored and led successful grant projects funded by the Polish National Science Center.

Industry experience

Beyond academia, I have industry experience, including a PhD internship on speculative decoding as an Applied Scientist Intern at Amazon AWS AI in Tübingen, Germany. Prior to my PhD, I worked in Warsaw on developing efficient neural networks for edge devices as an NLP Intern at Samsung R&D, and on building document processing systems as an AI Engineer at Sages.

Organisational experience

Furthermore, I have been an organizer of the various ML events in Poland, mostly through the ML in PL organization, and have led or contributed to some of the largest ML events in Poland such as ML in PL conferences and summer schools (2022–2025) and ELLIS Doctoral Symposium 2025 in Warsaw.

Private stuff

In my private life, I enjoy travelling, hiking, meeting interesting people, and exploring food from around the world. I enjoy learning new languages, and in addition to being fluent in Polish and English, I also speak and understand Spanish, Italian, and German to varying degrees. I am a regular boulderer, which helps me relax and recharge. I am also passionate about music and still sometimes pick up the guitar, even though these days my PhD makes it hard to find the time.

Contact and collaboration

If my work resonates with you, I am always open to discussing ideas and projects, future directions, and potential collaborations. You can learn more about my research on the ongoing project and research ideas page. If you are broadly interested in any of these, please do not hesitate to reach out through any of the contact options on this website.