Ms Umme Ammara is an undergraduate student of BS-Economics with Data Science at Information Technology University. She has presented papers at international and national conferences. Her research interests include system thinking, public policy, and, ethics and technology. She is determined to inform public policy using data-driven and philosophical approaches.