Markos Viggiato is a PhD candidate at the Analytics of Software, GAmes And Repository Data (ASGAARD) lab, at the University of Alberta (Canada). His research interests include applied machine learning and natural language processing and understanding. Overall, he is interested in leveraging those techniques together with large-scale data to better understand how manual game testing can be more effective and efficient.