In light of recent news featuring economic hurdles like surging inflation, unpredictable interest rates, and shifting market dynamics, the focus on long-term sustainability has gained paramount importance. Credit risk, which refers to the possibility of borrowers failing to meet their loan obligations, stands out as a substantial risk for lenders, carrying the potential for significant financial setbacks. Consequently, the precise assessment and proficient handling of credit risk are now indispensable for fostering a robust lending ecosystem.