I am a Post doctoral fellow at Columbia University. My current research explores ways in which machine learning and artificial intelligence can be used for software testing.

During my PhD, I worked on actionable analytics for software engineering. I developed algorithms that go beyond prediction to generate insights that can assist decision making. Our research group achieves this using XTREE.

I also worked on developing data mining techiques to generate insights even when sufficient data is not available. This was done using what are known as Bellwethers.