{ human-computer interaction, information visualization }
I am currently a researcher at MathWorks. I work with a cross-functional team to improve user experience with data visualizations and graphicas in MATLAB software.
I got my PhD in Human-Computer Interaction (HCI) from Georgia Institute of Technology (Georgia Tech) in 2020. My research during my PhD combined methods from data visualization and HCI to design, develop, and evaluate novel interaction techniques for visual data analysis. Prior to joining Georgia Tech, I had the opportunity to work with some amazing people at Microsoft Research, CNS Research Center, and NUS-HCI Lab, resulting in publications and open-sourced systems.
Interaction Design & Evaluation
- InfoVis 2017
- TVCG 2018
- InfoVis 2018
- EuroVis 2019
- CG&A 2019
- InfoVis 2019
Interactive Visual Data Exploration
- CSCW 2013
- UIST 2014
- MobileHCI 2014 (Honorable Mention)
Interaction for Mobile Devices
Visualization Design & Evaluation
- InfoVis 2014
- GD 2014
- EuroVis 2015
- EuroVis 2016
Evaluating Visualizations
- EuroVis 2014
- EuroVis 2015
- BELIV 2016
Taxonomies & Evaluation Methods
- TVCG 2018
- VisGuides 2018
- EuroVis 2019
ML + Visual Design
Applying Visualization to Specific Domains
- Arxiv 2019
Biology
- InfoVis 2018
Healthcare
- VizSec 2016
Security
Featured Projects
Visualization by Demonstration is an interaction paradigm that advocates for decreasing the level of formalism and fundamental knowledge required for visual data exploration.
We propose learning models of visualization design from data collected using graphical perception studies and build tools powered by the learned models.
We define novel metrics and taxonomies for evaluating network visualizations. We then assessed the effectiveness of different network visualizations using these metrics.
On a series of projects, we worked on improving user interfaces for mobile devices in various scenarios such as locating missing items, oral presentation, and communication.
