Data Visualization & Storytelling

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.