Paweł Fiedor

• Framework Architecture: Architected a central bank's state-of-the-art macroprudential stress testing framework for investment funds from the ground up, and pioneered the global use of CCP public disclosures for systemic risk monitoring.
• EU Regulation: Act as a key expert liaison to the European Commission, providing analysis that helps steer the development of EU regulation under the Investment and Savings Union initiative.
• International Advisory: Serve as a technical advisor to international bodies, including IOSCO and ESMA, on the design and implementation of stress testing methodologies for investment funds.

It began with a hands-on role at State Street, managing the intricate mechanics of a major US hedge fund. That experience gave me an invaluable, practical understanding of how markets truly operate.

To understand the risks hidden within that complexity, I earned a PhD at the Kraków University of Economics, diving into the world of advanced statistical modeling and network theory. This academic journey, recognized in "Advances in Financial Machine Learning," equipped me with the rigorous quantitative framework needed to identify and analyze systemic vulnerabilities.

Between my PhD and public service, I furthered this research as a postdoctoral fellow at the University of Cape Town.

Transitioning into public service, I was a founding member of the non-bank financial stability division at the Central Bank of Ireland, building its analytical capabilities from the ground up.