I am a quantitative risk management professional and internal audit practitioner with more than a decade of experience across banking, financial services, consulting, and financial-sector regulation. My work spans independent testing, internal controls, regulatory compliance, enterprise risk management, model validation, and regulatory reporting. I held senior risk and compliance roles at leading global institutions — including Citi, where I independently tested regulatory reporting, data governance, and risk-management frameworks — performed actuarial and financial risk management consulting at Deloitte, and worked in financial-sector supervision at a national regulatory authority. My expertise includes model validation, Basel III, BCBS 239 data governance, capital and liquidity risk, and the emerging use of artificial intelligence in assurance.