About

I am a PhD Candidate in the Institute of Computing Science at Poznan University of Technology, where I am a member of the Machine Learning Laboratory.

Concurrently, I work as a Senior Machine Learning Engineer at Graylight Imaging.

Research Interests

My research interests include but are not limited to:

• Machine Learning (ML);
• Explainable AI (including human-AI interaction, prototype-based explanations, combining multiple explanation types);
• ML for tabular data;
• Intrinsically interpretable ML systems;
• Evolving data streams.

Contact

For university-related matters, please contact me at: jacek.karolczak@cs.put.poznan.pl.

For all other inquiries, kindly use the following address: jacek.karolczak@outlook.com.