Advanced
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
Chapter 1: The Opportunity: Why Start a Volatility Desk in India
4 Lessons▶
Meet the Desk: The Founding Thesis and the Two People Behind It9 min read
▶
Where the Volatility Risk Premium Lives on NSE: Nifty, Bank Nifty and Single Stocks11 min read
▶
Implied vs Realized: Measuring the Edge with India VIX and Nifty Data12 min read
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The Economics of a Desk: Capital, Margin, Costs and Break-Even11 min read
Chapter 2: Building the Volatility Toolkit
4 Lessons▶
The Pricing Engine: Black-76 on Nifty Futures and Building the Implied Vol Surface12 min read
▶
The Greeks a Desk Actually Manages: Delta, Gamma, Vega, Theta, Vanna and Volga12 min read
▶
Realized Volatility Estimators: Close-to-Close, Parkinson, Garman-Klass and Yang-Zhang11 min read
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Reading the Nifty Vol Surface: Skew, Term Structure and What Moves Them11 min read
Chapter 3: The Core Book: Short Gamma, Long Theta
4 LessonsChapter 4: Relative Value Overlays: Skew, Term Structure and Dispersion
4 LessonsChapter 5: Risk Management for a Short Volatility Book
4 LessonsChapter 6: Infrastructure: From Excel to a Production Stack
4 LessonsChapter 7: Regulation, Tax and Compliance in India
4 Lessons▶
SEBI's F&O Framework: Lot Sizes, Expiry Rationalisation and Upfront Premium12 min read
▶
Algo Trading Rules: Exchange Approval, Order Tagging and the Retail Algo Framework11 min read
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Taxation of a Trading Desk: Business Income, F&O Turnover, Audit and STT12 min read
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Entity Structure: Proprietary Firm, LLP or Category III AIF11 min read