In the dynamic arena of financial markets, algorithmic trading has emerged as a cornerstone, revolutionizing the way trades are executed with its unmatched speed, efficiency, and level of automation. This paradigm shift towards algorithmic methodologies has opened new horizons for traders, offering them the tools to execute complex strategies with