Automated trading has undergone a significant evolution over the years, transforming the landscape of financial markets. Initially, automated trading systems were rudimentary, executing predefined strategies based on simple rules. However, advancements in technology, particularly in the fields of artificial intelligence and machine learning, have propelled automated trading to new heights. Modern automated trading systems leverage sophisticated algorithms to analyze vast amounts of data in real-time, enabling them to make split-second decisions and execute trades with precision.