Rui Melo is a PhD student at FEUP, Portugal, researching the intersection of Machine Learning and Software Engineering. He holds an MSc from IST and previously worked as an AI Engineer at a U.S. legal-tech startup. His research focuses on enhancing code generation through adversarial ML and mechanistic interpretability.