Long Term Database Trading

How Institutions Use Option Databases
🔍 Institutional Insights:
Banks & HFTs (High-Frequency Traders) run option strategies over petabytes of data.

Real-time arbitrage opportunities are found using option databases.

They model Vega, Theta & IV impact per stock and expiry.

Example Institutional Workflow:

Pull 10 years of NIFTY options.

Train ML model to predict next-day IV.

Execute based on high-probability straddles/strangles.

Exit before expiry using trailing delta hedge.