Linda M. Collins is Professor of Social and Behavioral Sciences and Biostatistics at New York University’s School of Global Public Health and Director of the Center for Advancement and Dissemination of Intervention Optimization (CADIO). She is known for developing and disseminating the Multiphase Optimization Strategy (MOST) to build effective, scalable, and efficient multicomponent interventions. Her current work extends methods for optimizing adaptive interventions and decision-making using optimization trial results. In MAPCI, she contributes expertise in intervention optimization frameworks and experimental design.