Mansibur Rahman Bhuyan is an early career academic and researcher specializing in apparel engineering and digital textile technologies. After completing his undergraduate degree in Fashion Design and Apparel Engineering from NITER, he gained practical industry exposure in merchandising and production follow up with international buyers at Esquire Knit Composite PLC. He later transitioned into academia as a Teaching Assistant at World University of Bangladesh, where he contributes to courses related to apparel manufacturing, costing, and export management. His current research focuses on virtual fit technology and its implications for reducing physical sampling waste in the global apparel supply chain. He is committed to bridging industry practices with academic inquiry and aims to pursue advanced studies in materials and computational approaches to textile systems.