Muhammad Aqeel et al. 2025. Improving Roman Urdu Topic Classification through Custom Stemming and an SGD-Optimized Machine Learning Pipeline. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences. 62, 4 (Dec. 2025). DOI:https://doi.org/10.53560/PPASA(62-4)845.