She is University Professor of Science at the American University of Beirut. She has a long standing experience in managing and delivering responsible AI and data science solutions in the fields of healthcare, agriculture, environmental sciences, and social sciences, using highly contextualized techniques that can mitigate the effects of poor quality and not-so-big data.