I have 10 years of experience studying behavior from a human-centered, data driven perspective. My research has focused on the interaction between people and technologies such as robots, medical devices, physiological sensors, and virtual reality. One of the most important concepts driving my thinking is to consider technology as a system that includes the human body, human mind, and external world. Technology should be designed to conform to the user, rather than the other way around.To create technology that conforms to the user, we need to know how people behave naturally and how those natural behaviors can be enhanced without being disrupted. I investigate this with a variety of methods and outcomes including behavioral studies, psychophysical research, and qualitative feedback. Then, using advanced statistical and data analysis techniques such as structural equation modeling, hierarchical linear modeling, and dynamical systems, I can answer questions that have previously been difficult or impossible to answer using traditional statistical techniques. The lessons learned can be applied to the technology itself, to make it easier to use, faster to learn, and a more natural part of people’s lives.My overall goal is to improve lives through technology by using data to make design decisions. Working on specific projects and problems, I hope to find generalizable principles that can be applied across domains.
Listed skills include Basic Programming, University Teaching, Physiological Sensors, Structural Equation Modeling, and 19 others.