Research Projects

Designed visual interfaces and explanation techniques for chromatogram review workflows, integrating uncertainty visualization and natural language explanations into analytical chemistry tools.

Investigated zoom modality techniques for chromatogram review workflows, determining which techniques lead to higher peak detection accuracy and lower cognitive load.

Developed deep reinforcement learning models combining image-based perception with navigation commands for intersection navigation and lane-following tasks. Received an Honorable Mention at the McKelvey School of Engineering REU Research Symposium.