Mukhbir Singh Rai
Director of Model Risk Management, Canada Mortgage and Housing Corporation (CMHC)
Mukhbir Singh is Director of Model Risk Management at the Canada Mortgage and Housing Corporation (CMHC), where he oversees the governance, validation, and strategic oversight of the organization’s quantitative models. With more than 15 years of progressive experience in financial and enterprise risk, he has played a central role in shaping CMHC’s model risk framework and advancing the corporation’s analytical capabilities.
Prior to leading Model Risk Management, Mukhbir held senior roles across CMHC’s financial risk, capital markets, and quantitative modelling functions. He led the development of several high-impact capital and stress-testing models and played a key role in transforming CMHC’s ORSA and stress testing methodologies. His cross-functional experience gives him a deep understanding of the full model lifecycle, from design and development to oversight and executive-level decision support.
Mukhbir holds a B.Sc. in Actuarial Mathematics, an M.Sc. in Finance, and an MBA from Cornell University. He brings a practical, forward-looking perspective to model risk management, emphasizing transparency, a strong risk culture, and the responsible use of data and analytics in decision-making.