Introduction Receiving the Vice-Chancellor’s Most Promising Young Teacher Award was a pivotal moment in my academic career, affirming my commitment to fostering transformative learning experiences. At the time, my work centred primarily on the development of comprehensive, rigorous, and accessible study materials for engineering mathematics. These study guides were central to my pedagogy and became instrumental in my recognition as an outstanding teacher. However, since completing my PhD in October 2023, my philosophy and practice have evolved beyond classroom excellence. I have increasingly sought to migrate my teaching philosophy into my research, particularly through postgraduate supervision, curriculum renewal, and the integration of 4IR skills into student learning. This reflection highlights how my teaching journey has developed since the VC award. It explores the integration of research and teaching, the supervision of postgraduate students, the renewal of curricula, and my commitment to preparing students as adaptable, innovative, and socially responsive graduates in line with UJ’s teaching and learning philosophy of “learning to be.” Migration of Teaching Philosophy into Research Practice My teaching philosophy has always been grounded in three principles: relevance, clarity, and care. Initially, these were realized through rigorous study guides and purposeful lectures that contextualized mathematics within engineering practice. Over time, and particularly after my doctoral studies, I began extending these principles into the realm of research. Supervision has become the bridge between my teaching philosophy and research practice. In 2024, I supervised my first cohort of master’s students, with three of four completing within a year. Their success; one graduating cum laude and another with a mark of 72% affirmed the importance of structured guidance, conceptual clarity, and a supportive environment. Among my PhD cohort, four students who also began in 2024 have made significant progress: Mr Ngwenya is working on his third journal article, Ms Makhado has submitted her second article’s first draft, and Ms Mbedzi and Mr Mashayamombe have their first articles under review. Notably, frommy 2025 master’s cohort, Mr Mncwabe, Mr Mokgwatjane, and Mr Manyike also have their journal articles under review. These outcomes reflect a deliberate application of teaching values: scaffolding, feedback, and fostering independence in research supervision (Bearman et al., 2024). This integration has also required innovation. Thus, I employ directive and facilitative approaches (Kreber, 2023) for honours and master’s students, gradually transitioning them into independent scholarship. At doctoral level, I adopt a more collaborative stance, enabling candidates to view themselves as authorities in their domains. This structured migration of teaching principles into supervision has deepened my conviction that teaching and research are mutually reinforcing. Curriculum Renewal and 4IR Integration The University’s philosophy of “learning to be” demands that students are prepared not only with disciplinary knowledge but also with the adaptability to engage in complex, 21st-century challenges. To this end, in my Deep Learning for Data Science module (APM8X17), which I started teaching in 2025, I incorporate real-world applications of machine learning, drawing from my research on virtual sensing for water quality monitoring (Ngwenya et al., 2025; Paepae et al., 2022, 2023). This approach bridges 85 A Journey of Innovation
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