Technological advancements, while promising incredible opportunities, unfortunately exacerbate existing inequalities. Algorithms, the core force behind many digital systems, often reflect and reinforce societal biases, leading to discrimination in areas like loan approvals. This algorithmic gap results in a cycle where those with resources prosper,