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For more information about me, please visit my personal website.
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👨🏻💻 Currently, I'm a ML Security Engineer at Snowflake (and use another GitHub account in work).
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👀 I'm interested in AI security and safety.
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Previously I was a member of MI².AI research lab, where I was working on explainable and interpretable artificial intelligence and applications of machine learning in healthcare. Here are some of my academic projects that you can find on GitHub:
- 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)
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Check my papers on Scholar.
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📫 Reach me: