Derivatives & trading analytics
North America Rates and Credit Bookrunner at Deutsche Bank, covering trade capture, risk and P&L for rates and credit products. Equity Derivatives Analyst at RBC, with valuation work across equity, commodity and FX structured products. Earlier equities and ETF experience on the New York Stock Exchange.
Mortgage & structured finance
Pricing, structuring and loan-performance modeling for a lending and securitization business at Colony American Finance, subsequently CoreVest. Mortgage and MBS analytics, and mortgage-servicing-rights valuation and modeling work.
Credit investing & receivables
Director of Analytics at Ophrys, with portfolio valuation, pricing and acquisition analysis. Experience across consumer credit, residential whole loans, litigation-related and bankruptcy receivables, and secured and unsecured loans.
Bank model-risk leadership
Head of Model Risk and Chief Model Risk Officer at Investors Bank. Model review across treasury, liquidity, interest-rate risk, credit, capital planning, provisioning, stress testing, portfolio valuation, customer risk, fraud and financial crime.
Consulting & scenario analysis
Experience at McKinsey Risk Dynamics, Deloitte and Alvarez & Marsal. Work includes bank model validation, wholesale-loan machine learning, macroeconomic scenario validation, and financial-planning and collateral models.
AI engineering & instruction
Generative and agentic AI advisory, practical workflow development and hands-on curriculum. Previously taught a Columbia University FinTech Bootcamp covering Python financial analytics, portfolio theory, Monte Carlo simulation, machine learning, forecasting and algorithmic trading.