About

I am in the final year of my PhD in machine learning at the Polish Academy of Sciences, supervised by Prof. Paweł Morawiecki.
During the summer of 2024, I worked as a researcher at FDL Europe, where I adapted the foundation models for SAR data in collaboration with the Luxembourg Space Agency and the European Space Agency. I was also honored to receive a TAILOR grant, which allowed me to lead a project as a visiting researcher at the University of Pisa's Pervasive AI Lab, working alongside Prof. Vincenzo Lomonaco.
I hold an MSc degree from Jagiellonian University, where I was co-supervised by Prof. Jacek Tabor and Dr. Stanisław Jastrzębski.

My research focuses on Continual (Continuous or Lifelong) learning. I am also interested in meta-, transfer and reinforcement learning, especially in the aspects they share. I find the ability of autonomous agents to make decisions with new or imperfect information fascinating. And I also enjoy meeting intelligent artificial friends and foes in video games.

If you have any questions or are interested in collaborating, feel free to email me! I am currently seeking a postdoctoral position, with an expected graduation date of December 2024.

When it comes to coding, I prefer Python for its simplicity and beauty of Zen (plus, don't forget about Pip/Conda). I strive for referential transparency and adhere to the single-responsibility principle with minimal side-effects, but only where it makes coding and reusing the code for other projects faster and cleaner. The spiritual side of my work is based on Unix philosophy.

The Distilled Manifesto: Academic freedom comes first.

Research interests

I have papers on topics:

• Continual learning: the topic of my doctoral dissertation
• Transfer, few- and zero-shot learning
• Representation learning

And work in progress:

• Reinforcement learning
• Meta-Learning
• Anomaly detection for continual learning
• AI in video games: agents that interact with the player - NPC, companions. I would like to work on a "wild" wildlife for something like No Man's Sky.

Contact me if you have a project on:

• Autonomous intelligent agents
• Space exploration
• Virtual (research) assistants, artificial scientists
• Robotics

Of course, I have deep faith in the supreme power of evolutionary algorithms.