Kazi Amit Hasan is currently pursuing his PhD in Computing at Queen’s University under the supervision of Dr. Yuan Tian and Dr. Steven Ding. Prior to his doctoral studies, he worked as a Machine Learning Engineer at ACI Limited. His research interests include, but are not limited to data mining, mining software repository, empirical software engineering, and intelligent pull request management. His professional experience also includes a Mitacs Business Strategy Internship Award, contributions to open-source projects, and achieving top ranks in competitive machine learning competitions.