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Sizwe has worked as a General Manager of infrastructure in the electricity sector, and as a substation design engineer, focusing on transformer bushing failures. He holds a Ph.D focused on Machine Learning, with a B.Sc and M.Sc in Engineering, and a MBA. He is a registered professional engineer.