Katayoun Kishi is the Head of Data Science at ACLED. She oversees the management and publication of ACLED data, advises on new approaches to improving data collection and management, and leads ACLED’s data science initiatives. Dr. Kishi holds a PhD in Government and Politics from the University of Maryland with a concentration in comparative politics and quantitative methodology. Her primary research interests are conflict forecasting and its use in humanitarian early warning systems.