2026. Data-Driven Software Quality Assurance: Leveraging Machine Learning for Risk Prediction and Test Optimization. International Journal of Mathematical Analysis and Research. 2, 1 (Jan. 2026), 1–8. DOI:https://doi.org/10.64137/3108-2637/IJMAR-V2I1P101.