I develop machine learning and data-centric solutions to build AI models for task support and decision making. My research is focused on two primary themes: (1) Data-Centric AI – How can we enhance AI models by addressing challenges in data quality and data scarcity? (2) Trustworthy AI – How can we make AI models more reliable and better aligned with human values? The ultimate goal is to rapidly develop more data-efficient and trustworthy AI systems that are customized for diverse domains in science and engineering.