Genta Sugiyama is a Ph.D. student in the Graduate School of Creative Science and Engineering at Waseda University, Tokyo, Japan, where he is also employed as a research assistant in the Faculty of Science and Engineering. His research focuses on life-cycle assessment (LCA) of products and organizations, with a particular interest in integrating big-data analytics and artificial intelligence to enhance the accuracy and efficiency of LCA studies.