BI Day (2.12.2025)
Building AI Agents that Satisfy Regulatory Frameworks for Banking
- Participants of the workshop will group into modeling teams and try to develop AI agents that manifest common use-cases in financial industry using public or synthetic data.
- After a break, groups will share their models and evaluate others' work for accuracy and stability. This step reflects the regulatory framework for modeling from the US and applies to all global banks.
- The evaluation will lead to brainstorming ideas for future enhancements and ongoing monitoring to ensure that the agents maintain their performance over time.
Tutors
- Dr. Grzegorz Kotkowski (Data Scientist, AI Hub, BNY Mellon)
- Dr. Jakub Nowotarski (Director, Model Risk Management, BNY Mellon)
Requirements
- For the session bring a 💻 laptop with 🐍 Python installed (and a 🔌 charger)
- Save the 🌍 and remember to bring your own 🥤 cup or 🍶 bottle to drink from
Schedule
- 08.30-11.30 - Introduction and Part I (3h)
- 11.30-12.00 - Break (snacks + drinks courtesy of W8)
- 12.00-13.30 - Part II (1.5h)
- 13.30-14.00 - Break (snacks + drinks courtesy of W8)
- 14.00-15.00 - Student presentations and conclusions