I am visiting Prof. Aditya Parameswaran's group - EPIC data lab.

I worked on a range of projects, spanning data interface generation and optimization, data management, databases, data explanation, explainable artificial intelligence, and human computer interaction with Prof. Eugene Wu and other collaborators and mentors.My dissertation is on democratizing data interfaces. Specifically, I define the data interface grammar to represent the interface analyses, developed the first fully interactive interface generation system named PI2 and worked on physical visualization design(PVD) which can automatically optimize the backend to guarantee the interactions' interactivity. My work was partially supported by Google Phd Fellowship.

time series data explanation

I worked on topic model system, in-database machine learning, and generative adversarial network for astronomical applications with Prof. Bin Cui and other collaborators and mentors.

recommender systems

I worked on tweet sentiment analysis with Prof. Kathleen M. Carley.

I developed an efficient data integration system named Óbidos for the biomedical research group at Emory University. I was awarded Google Summer of Code Successful Student.