Seyi Rufus Zenith Oluwadare is a mechanical engineering doctoral researcher at Clarkson University, USA, specializing in Aerodynamics, Computational Fluid Dynamics (CFD) and intelligent digital twins for smart manufacturing. His background spans computational fluid dynamics (CFD), large-eddy simulation (LES), thermal management, and advanced energy systems. With dual mechanical engineering degrees focused on Thermofluids and CFD/aerodynamics, he brings strong multidisciplinary expertise bridging physics-based modeling, AI-driven analytics, and Multiphysics simulation. Seyi has more than a decade of professional experience across telecommunications, manufacturing, and energy sectors. His work emphasizes next-generation digital-twin frameworks, autonomous manufacturing, and high-fidelity simulation tools that support Industry 4.0 transformation