Sophie is an Ads Research Lead at Facebook where she studies advertising effectiveness and media planning strategies. She works with Facebook’s measurement teams to help the industry move towards data-driven approaches. Her focus includes studying ways to leverage experimental results to enhance other measurement tools. She has also studied ways that planners can best leverage automated systems to meet campaign goals. She received her Masters in Economics from the University of Toronto in 2011.