Introduction
In the high-stakes world of financial markets, achieving a competitive edge is paramount. Over the past decade, advancements in technology, specifically in the field of Machine Learning (ML), have transformed various industries, including finance. Traditionally, financial trading relied heavily on manual analysis and human intuition. However, with the advent