A professional EOD pairs trading terminal for Nifty 50 using machine learning, clustering, and cointegration. Includes dynamic spread signals, backtesting, and live alerts. Advanced version adds Kalman hedge ratios, half-life, regime detection, VaR-based sizing, and detailed PnL analytics.