The cryptocurrency trading landscape has shifted from manual order-book speculation toward high-frequency, algorithmically driven market execution. Modern digital asset markets operate continuously across fragmented global liquidity pools, creating volatility profiles and arbitrage opportunities that human traders cannot capture manually. Without programmatic automation, retail and intermediate traders face severe execution lag, emotional bias during sharp market…