Topic
Markets
Pricing and valuation insight across structured products, fixed income, convertibles, and insurance, from the desks that trade them and the quants who model them.
Markets Quick Explainer
Calibration to observable market data, documented assumptions, and results that can be reproduced and compared with independent sources. On structured products, convertibles, and structured finance, small input choices such as the volatility surface, credit spread, or prepayment assumption can move value materially, so inputs matter as much as the model.
Models, inputs, and conventions differ even when the instrument is identical. Volatility and credit treatment, discount curves, and day count and calendar conventions each produce different numbers. Reconciling them means isolating which input or method moved the result.
Firms are moving valuation into services that desks and risk teams call on demand, which makes more scenarios practical intraday. The harder question is consistency: the same instrument should price the same way in the front office, in risk, and in finance.
Banks mostly mark trading positions to market and hedge shorter dated exposures. Insurers value long dated liabilities and embedded guarantees under frameworks such as IFRS 17 and Solvency II. The same underlying risk can carry different horizons, discount rates, and scenario sets.
Structured Products & Derivatives
How autocallables, notes, and other structured payoffs are priced, hedged, and risk managed.
Fixed Income & Structured Finance
Valuation and cash flow modeling for bonds, MBS, ABS, and CLOs.
Convertibles
Modeling the equity, credit, and rate risk embedded in convertible bonds.
Insurance
Valuing liabilities and embedded guarantees, and hedging the market risk behind them.
