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Case Study: Building and Scaling a Volatility Arbitrage Desk

A case study that follows a two-person Mumbai prop desk from a first delta-hedged Nifty straddle to a fifty crore volatility book. You build the pricing and Greeks toolkit, run the core short gamma book and the relative value overlays (skew, term structure, dispersion), design the risk limits and margin discipline that keep a short volatility desk alive on gap days, move from Excel to a production stack on broker APIs, and work through SEBI's F&O and algo framework, taxation, and entity structure. Every chapter closes with a case drawn from real NSE events, and every number is worked in INR on Nifty and Bank Nifty options.

Volatility ArbitrageOptions GreeksDelta HedgingSkew and Term StructureDispersionRisk LimitsSEBI F&O RulesScaling a Prop Desk
MODULES
10
DURATION
4 Hours
TRACK
Quantitative Finance

What You'll Master

Measure the volatility risk premium on Nifty and Bank Nifty using India VIX and realized volatility estimators
Price and risk manage an options book with a Black-76 engine and a full Greeks ladder (delta, gamma, vega, theta, vanna, volga)
Run a delta-hedged short gamma book and attribute its P&L to theta, gamma, vega and hedging costs
Trade skew, calendar and dispersion structures as relative value overlays
Design vega limits, spot-vol stress grids and margin buffers that survive election and Budget day gaps
Build a production data, execution and monitoring stack on Kite Connect style broker APIs
Navigate SEBI's F&O measures, algo trading approvals, F&O taxation and the prop versus AIF entity choice
Scale from proprietary capital to outside money with honest tail-risk reporting
Access Level
LEARNER
Everything included
Full Text Playbooks
Actionable Exercises
Mobile Reading Mode
Lifetime Updates

Curriculum Breakdown