Yoshi Guy received her BFA in visual design from Nagoya University of Arts in Japan, her MA in mass communication from the University of Wisconsin-Milwaukee, a graduate certificate in applied statistics and data management, and a post-Baccalaureate certificate in computer programming from North Carolina State University. As a Business Intelligence Senior Analyst at Binghamton University, her focuses are data analytics and visualization for institutional decision support. Her career has centered on information delivery and data analytics in higher education. Her research interests include information retrieval, machine learning, and information behavior in the diverse social and cultural contexts.