ORIE 5255
Last Updated
- Schedule of Classes - April 14, 2026 7:07PM EDT
Classes
ORIE 5255
Course Description
Course information provided by the 2026-2027 Catalog.
This course provides a rigorous treatment of AI model risk management in financial institutions, combining traditional model governance principles with modern AI system design. Students will study how AI models are developed, evaluated, monitored, and governed in regulated financial environments. Through case studies and hands-on exercises, students will analyze real financial AI systems such as credit models, trading signals, recommendation engines, and LLM-based research assistants. By the end of the course, students will be able to identify, measure, and manage risks in AI-driven financial systems and design governance frameworks suitable for large financial institutions.
Enrollment Priority Enrollment limited to: Financial Engineering M.Eng. students in NYC.
Last 4 Terms Offered 2025FA, 2024FA, 2023FA, 2022FA
Regular Academic Session.
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Credits and Grading Basis
2 Credits GradeNoAud(Letter grades only (no audit))
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Section Topic
Topic: AI Model Risk Management
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Class Number & Section Details
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Meeting Pattern
- T
- Aug 24 - Dec 7, 2026
Instructors
Mehta, D
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Additional Information
Instruction Mode: In Person
Enrollment limited to: Operations Research and Information Engineering (ORIE) Master of Engineering (M.Eng.) Financial Engineering students in their third semester. Cornell Tech ORIE may be able to enroll with a written permission from their program management. After obtaining this permission, forward with email to CFEM Program Director, Prof. Victoria Averbukh (vza1). No petitions will be reviewed without Cornell Tech program permission.
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