Olimpia Borkowska

ING Hubs Poland

Olimpia Borkowska graduated from the University of Łódź where she studied Data Analysis. As an engineer, she continued my education at Warsaw University of Technology, earning a master’s degree in Computer Science. Her interests mainly revolve around processes related to ML-Ops particularly natural language processing (NLP) and tree-based algorithms. Currently, she works at ING Hubs as a credit risk model validator. In this role, she ensures models are accurate and compliant with regulatory requirements, which is a crucial aspect of the decision-making process in our business.

Articles by Olimpia Borkowska

Original research

Analyzing credit risk model problems through natural language processing-based clustering and machine learning: insights from validation reports

The authors use clustering and machine learning techniques to analyze validation reports, providing insights to the development, implementation and maintenance of credit risk models.

26 Sep 2024