Garikai T. Marangwanda is a postdoctoral research fellow at the University of Johannesburg, South Africa, within the Centre of Applied Research and Innovation in the Built Environment (CARINBE). He received his Ph.D. in Mechanical Engineering from the University of Johannesburg, South Africa, in 2024 and a MSc in Mechanical Engineering from USTO-MB, Algeria, in 2014.He is a dynamic and results-oriented mechanical engineer with over 8 years of academic and industry experience. He is adept at leveraging computational tools and software to solve complex engineering challenges, with a focus on thermo-fluids, combustion technology, and renewable energy systems.Daniel M. Madyira is a registered Professional Engineer who is currently an Associate Professor of Mechanical Engineering in the Department of Mechanical Engineering Science, Faculty of Engineering, and the Built Environment at the University of Johannesburg. He has taught a wide range of core mechanical engineering courses including machine design, fluid dynamics, thermodynamics, and strength of materials. He is a highly experienced mechanical engineer and academic with more than 26 years of academic and industrial experience. He is passionate about engineering design with special expertise in machine component stress analysis and thermal systems analysis.Innocent Musonda is a registered Civil Engineer and Professional Construction Manager, currently serving as a full Professor in Construction Management and Quantity Surveying in the Department of Construction & Management–Quantity Surveying at the University of Johannesburg (UJ). He is also the Director of the Centre for Applied Research and Innovation in the Built Environment (CARINBE). He has taught a broad spectrum of courses in construction project management, engineering management, and digital built-environment technologies. As an experienced academic and practitioner, he combines more than two decades of industrial experience across Botswana, Zambia, and South Africa with deep scholarly engagement.