Samantha is published methods expert specializing in developmental data who guides Crowd Tutor's impact measurement. She is an Assistant Professor at the University of Guelph in the Family Relations & Applied Nutrition Department, focusing on early childhood development. Building on her PhD and post-doctoral fellowship at the University of Toronto (OISE), Samantha has deep experience in program evaluation and collaborative research across the non-profit, educational, and medical sectors, ensuring our approach to impact is both rigorous and inclusive.