Data Scientist at ING
Mateusz is a Data Scientist at the Risk and Pricing Advanced Analytics team at ING. He finished the MSc. in Computer Science at TU Delft and started his career, working at Mercedes-Benz, and later, KPN. Currently he specializes in classification problems and software engineering and is the maintainer of probatus – an open-source package developed by ING.
ING Data Scientists developed an open-source package for validating models. The package focuses on various aspects of analyzing binary classification models and the data used to train them, for instance: – Simple inferences to interpret and inspect models with SHAP, – Elimination of redundant features, – Detection if model metrics are stable enough, – Assessment […]