Guido Guizzi is an Assistant Professor in the Department of Chemical, Materials and Production Engineering at the University of Naples Federico II. He obtained the title of Aggregate Professor in 2012. His main research interests are modeling and simulation of stochastic systems, supply chain management, operations management, logistics, and Six Sigma quality. He obtained his PhD in Aerospace Engineering, Naval Architecture and Quality from the University of Naples Federico II in 2006. Since then, he has actively engaged in research collaborations with industry and academics. He has authored over 60 peer-reviewed publications in journals and conferences. Dr. Guizzi has participated in several industry-sponsored projects, applying his expertise in stochastic modeling, operations research, and quality management to help companies optimize their supply chain and operations. He has successfully led projects on logistics, inventory management, process improvement, and other industry topics. In addition to research and teaching, he serves as a reviewer for major journals in his field. He has presented his work at conferences worldwide and is a member of professional associations like the Institute for Operations Research and Management Sciences. His email address is g.guizzi@unina.it.