Ph.D. Student, Information Systems
Singapore Management University
Hi, welcome to my personal page. I'm a second year Ph.D Student at School of Information Systems, Singapore Management University. Currently, I'm being advised by Prof. Lingxiao Jiang. I obtained a Bachelor Degree in Advanced Program Computer Science, which is a honour program at Ho Chi Minh University of Science.
My research focuses on the application of machine learning and AI into software engineering tasks. More broadly, my interests lie at the intersection of Software Mining, Natural Language Processing, and Machine Learning. In details, I am focusing on employing the power of Machine Learning to software engineering and programming languages to create smart software engineering tools for developers.
In this era, software data is ubiquitous. These data are available publicly on Github, Jira, Bitbucket, etc. These systems publicly expose not just source code, but also meta-data concerning authorship, but-fixes and review processes. The scale of available data is massive: billions of tokens of code and millions of instances of meta-data. This abundance of massive code data suggests a new, data-driven approach to develop software tools. With the promise and power of Machine Learning on its ability to generalize from examples and handle noise, along with predictive power, it is quite obvious that we can leverage the power of Machine Learning to exploit such massive dataset to get valuable information to enhance the usability of software development tools.
Full list of my publications can be found here.