Bridging human and algorithmic decision-making through the use of transparency and control in fair algorithmic mediation.
A shoe-try on experience to inform users more about the item through the use of augmented reality methods
The Center for Machine Learning and Health Internship
Exploring ways of designing emerging computing technologies for society and understanding perceptions of algorithmic decisions
Hero Beacon System
A holistic product design system to detect, inform, and get students away from potential location of violence in a university protest.
CMU Campus Visit Experience
A mobile web app to address the lack of navigation routes and student testimonials for prospective students who visit Carnegie Mellon campus on a day when the office is closed.