Competitive Analysis

From Messy Dataset to “At-a-Glance” Visualizations of Competitive Landscape

I led a research-to-visualization effort to convert a large, inconsistent set of competitive data into clear, decision-ready visualiztions—ones that helped stakeholders scan, orient, and act without needing to read a long report.

Voice Interaction Design: Food Journaling via Voice Assistant

In situations when people need to track foods they eat daily via a voice assistant, how can we design the dialogic flow to facilitate users’ reflections on their eating habits?

Design Patterns: Help small non-profits build trust and engagement

Design best practices for facilitating online monetary donations to small charities and non-profits.