My research has been in the field of Data Analytics and Machine Learning for Software Engineering focusing on Analytics for Empirical Software Engineering, Software Reliability, Software Metrics, and Developer Productivity. My research projects are fairly interdisciplinary and span the spectrum of software analytics ranging from intelligent software design for games; identifying data center reliability to individual developer and team productivity. More recently my work has focused on the intersection of SE and AI.

2021年当选IEEE Fellow
ACM Fellow in 2020