My research conviction is that data analysis tools should be accessible to everyone interested, regardless of their technical background and experience. I believe human-centered tools that prioritize learning as much as performance and efficiency, will allow a more diverse set of users scale the barriers of entry that limit them from effectively analyzing data. This motivates my research on the design and development of scalable visualization systems.
Augmenting visualization authoring in D3 using predictions of user behaiviour; providing D3 templates to achieve user goals through code genration & augmentation.
Investigate potential relationships between creativity and the insight generation process that unfolds during exploratory visual analysis
Understand the current practices of visualization designers when utilizing examples to formulate design ideas