In today's data-driven landscape, artificial intelligence models are increasingly deployed in critical decision-making processes. However, the enigmatic of these algorithms often leaves stakeholders baffled about the reasoning behind AI-generated outcomes. This lack of explainability can impede trust and adoption of AI technologies. To address this