Dário Mitreiro is a mechanical engineer and research fellow at the University of Aveiro, with interests in data-driven material modeling and machine learning applications. He holds a Master’s in Mechanical Engineering from the same university, where he completed a thesis on the weldability of aluminum alloys. Author of a recent paper submitted to MDPI Metals and co-author of two conference papers presented at ESAFORM 2025 and IDDRG 2025, his research focuses on applying ML techniques to material behavior prediction, particularly in sheet metal forming. He also contributes to the I-ReTiS-Leaks project on intelligent water supply systems. In addition, he brings professional experience in industrial automation, programming, and electronics.