About I am an Applied Scientist II at Amazon. My public research focuses on reliable multimodal AI, including uncertainty quantification, model calibration, confidence-aware decision making, and vision-language systems. At Rochester Institute of Technology, my doctoral research is advised by Dr. Xumin Liu and Dr. Qi Yu in the Machine Learning and Data Intensive Computing Laboratory.