Ph.D. in Management Sciences (Operations Research), University of Waterloo (2026); M.Sc., Ivey Business School. Senior finance-industry experience across pricing, profitability, investment strategy, treasury, analytics, and applied AI. Currently building AgentDecisionHarness, an agent harness for evidence-grounded financial prediction: https://github.com/garroshub/AgentDecisionHarness