Andrzej Szerega is the Deputy Director at the Polish Financial Supervision Authority (KNF), with over 20 years of experience in supervision. His current work focuses on off-site supervision of pension and investment funds, developing IT tools that support supervisory processes and fostering data-driven supervision. Among his key accomplishments are contributions to projects focused on the design and implementation of systems for supervising various types of financial institutions, as well as the development of a comprehensive risk assessment framework of fund managing companies, including its underlying methodology and tools. His work aligns closely with the conference theme, emphasizing innovation and the effective use of data analysis in financial supervision.