During the 2024 Faculty Secondment Program at Big Data Analytics Lahore, Dr Usman Afzal Assistant Professor in the Department of Mathematics designed and implemented in Python an AI based decision support system capable of tackling real-world multicriteria decision-making (MCDM) problems—enabling users to rank and select options like mobile phones, laptops or tourist destinations based on their individual criteria—and laid the groundwork for transforming this into an educational web service for the Pakistani community. Concurrently, he created an NBA-player ranking engine using novel MCDM techniques, which not only orders athletes by performance metrics but also serves as a predictive model for game outcomes, with clear potential to evolve into an interactive sports-prediction and ranking platform.