The cryptocurrency market is an ever-evolving ecosystem, characterized by staggering volatility, rapid technological shifts, and a sheer volume of data that makes manual trading increasingly difficult. Over the past few years, automated trading platforms have surged in popularity, offering retail investors the promise of algorithmic precision that was once reserved for institutional whales on Wall