Miguel Guimarães completed his Bachelor's and Master's Degrees in Computer Science in 2022 at the School of Management and Technology, of the Polytechnic of Porto. His master's work was developed in the field of Machine Learning (ML). Specifically, he addresses the issue of explainability in ML and explores meta-learning as a way to address some of the current challenges of ML, namely with streaming data. Currently, he is an Invited Assistant Professor at the same institution. He has a strong passion for research, having participated as a Research Fellow in 2 projects. Miguel is the author of several publications in the fields of machine learning and hybrid systems. Published 5 articles in journals, 6 book chapters, 3 conference papers and received 2 best paper awards.