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👨🏻‍💻 I'm a member of MI².AI, where I'm working on explainable artificial intelligence and applications of machine learning in healthcare.

👀 I'm interested in responsible machine learning but also in data visualization, statistics, functional data analysis, and climate science.

📂 Some of my projects:

• SurvSHAP(t) - the method developed for time-dependent explanations of survival models (with Python implementation)
• survex - the R package providing model-agnostic explanations for survival models
• Aspect - the module of the dalex Python package for global and local explanations that take into account the dependencies between the variables
• artemis - the Python package with explanation methods for extraction of feature interactions from predictive models
• treeshap - the R package for fast computation of SHAP values using TreeSHAP algorithm (mantaining and improving)
• check my papers on Scholar

👨🏻‍🎓 I'm studying Data Science at Warsaw University of Technology.

📫 Reach me:

• on LinkedIn
• or by email: [email protected] or [email protected]