27/09/2025
📊✨ Department of Statistics and Demography at IndabaX – Ezulwini Edition ✨📊
The Department had a full and inspiring day at Ezulwini, where our Patron, Mr. Sidumo Masango, and HoD, Mr. Luyandza Dlamini, were joined by the Statistics and Demography Society Executive Committee, current students, newly recruited ERS temporary analysts, and our graduating students who proudly presented their research posters at IndabaX hosted at the Eswatini Revenue Service (ERS) Headquarters.
Our students showcased cutting-edge work that highlighted the growing role of Artificial Intelligence and advanced statistical methods in solving real-world challenges:
• Bathobile Ngubeni – An Empirical Evaluation of Macro Level Determinants Influencing Non-Performing Loans: Random Forest, Recurrent Neural Networks and Attention LSTM Transformer Model
• Makepeace Zulu – Eswatini AgriForecast Hub: AI-Driven Agricultural Forecasting for Strategic Decision-Making
• Banele Mkhonta – Uncovering Inflation Drivers and Volatility Sources in Eswatini Using Attention-Based Machine and Deep Learning: A Hybrid Approach for Interpretable Macroeconomic Analysis
• Ndumiso Shongwe – Credit Risk Assessment Models in Personal Lending: A Comparative Analysis of Logistic Regression, SVM, MLP and TabTransformer with Explainable AI
We were also delighted to see our alumna, Sharon Simelane, contributing as a panelist representing FRSA — a true reflection of the department’s growing footprint in industry and policy spaces.
In addition, our AI Engineers subtly but effectively showcased the real applications of Artificial Intelligence within domain-specific contexts.
Finally, it was a pleasure reconnecting with IndabaX Champions 2024 and 2025, Sifiso Ngwenya and Makepeace Zulu, who continue to fly the UNESWA Statistics and Demography flag high.
A day of knowledge-sharing, innovation, and inspiration — Ezulwini will surely remember this IndabaX! 🌍📈