Pattan, A. K. Intelligent UI Rendering: Leveraging Machine Learning to Predict and Preload User Journey Steps in E-Commerce Sales Funnels. IJAIDSML 2026, 7 (1), 384-389. https://doi.org/10.63282/3050-9262.IJAIDSML-V7I1P161.