Tahmina Akter Bhuya Mita 2025. Machine Learning-Driven Credit Risk Modeling: Transforming Loan Default Prediction and Portfolio Management in U.S. Commercial Banking. American Journal of Data Science and Analytics. 6, 12 (Dec. 2025), 01–42. DOI:https://doi.org/10.63125/0z894070.