Dr. Alberto Figoli obtained his PhD degree at Membrane Technology Group, Twente University (Enschede, The Netherlands) in 2001. He graduated in Food Science and Technology at the Agriculture University of Milan 1996. Since December 2001, he has a permanent position as Researcher at Institute on Membrane Technology (ITM-CNR) in Rende (CS), Italy.He also had international experience in industrial research labs: about 1 year (1996) at Quest International Nederland B.V. (ICI), Process Research Group, Naarden (The Netherlands) on “Setting of a pilot plant for aromatic compounds extraction using the pervaporation (PV) membrane technology; Secondment in 2010 and 2011 at GVS, SpA, Bologna, within the EU project “Implementation of Membrane Technology to Industry (IMETI) on “Preparation and Characterisation of hybrid membranes for VOCs removal.He was granted for the “Short Term Mobility Programme by CNR, in 2004 and 2005, at the “Environmental Protection Agency of United States (USEPA), Sustainable Technology Division, Cincinnati (USA) on “Volatile Organic Compounds (VOCs) and aroma removal using a novel asymmetric membrane by pervaporation nell’ambito dello “Short Term Mobility Programme funded CNR.He is responsible and involved in various National and International projects. He is also responsible, within the CNR organisation, for two research lines on membrane preparation and characterisation and on pervaporation (PV) applications.He is author of more than 60 research papers in peer reviewed journals, several book chapters, a book, two patents and many oral presentations (also as invited lecture) in National and International Conferences and Workshops. Alfredo Cassano has worked as a Researcher at CNR-ITM in Italy since 2000. Trained in Biology, he specializes in membrane science and technology, including conventional membrane processes, membrane contactors, and integrated membrane operations used for wastewater treatment and agro-food applications. He has led or directed research through numerous national MIUR-funded projects, as well as European Union international projects and industry collaborations. Cassano contributes to the scientific community through editorial-board roles and has co-authored several books, numerous journal articles, and chapters, alongside conference and invited work, and two national patents. His interests include recovering bioactive compounds from by-products, membrane distillation, osmotic distillation, and wastewater remediation, motivated by bridging membrane technology with practical AI/ML and real-time monitoring to advance circular economy resource recovery. Angelo Basile is a Full Professor and a leading authority in membrane science and technology. Since 2014, he has served as Full Professor in Systems, Methods and Technologies of Chemical Engineering Processes at CNR-ITM in Rende, Italy. His work covers hydrogen purification and production using membrane reactors, CO₂ capture, process intensification, and the treatment of industrial effluents with advanced membrane operations. Basile has edited many scientific books and authored numerous book chapters, bridging complex research with clear knowledge for engineers and scientists. Motivated by the role of AI/ML in accelerating membrane process design and automation, he supports integrating data-driven methods for smart plants and reaction–separation optimisation.