She received her Ph.D. from Cornell University in Applied Mathematics, and did postdoctoral fellowships at the Statistical and Applied Mathematical Sciences Institute (SAMSI) and North Carolina State University, University of California Berkeley, and the Fields Institute and University of Waterloo. Her research combines combinatorics, geometry, and statistics to develop mathematical techniques and algorithms for analyzing large sets of tree-shaped and other object data, with specific applications to evolutionary biology and medical imaging.