Mr. André Guimarães is a Portuguese researcher and academic specializing in Industrial Engineering, Digital Transformation, and Industry 4.0. He is currently pursuing a Ph.D. in Industrial Engineering and Management at the University of Beira Interior, where he also contributes as a Researcher at the Electromechatronic Systems Research Centre. In addition, he collaborates with the Centre for Research in Digital Services at the Polytechnic Institute of Viseu, where he serves as an Invited Assistant Lecturer. With a strong background in Mechanical Engineering and Industrial Management, supported by extensive training in Lean, Quality Management, Six Sigma, and digital technologies, Mr. Guimarães has developed a multidisciplinary expertise that bridges engineering practice and technological innovation. His professional experience includes more than a decade in production leadership roles within the metal manufacturing sector, along with consultancy work in quality systems and organizational improvement. He has authored and co-authored numerous scientific publications, including articles in international journals, conference papers, and a technical book. His research focuses on Industry 4.0 readiness, digital maturity assessment, asset management, process optimization, and advanced manufacturing practices. A member of the Portuguese Order of Engineers, he is also a recipient of an FCT Research Fellowship and actively contributes to national and international scientific events.