She is one of five core faculty members involved in UMass's new Computational Social Science Initiative. As a senior postdoctoral research associate at UMass she developed statistical machine learning techniques for analyzing complex data regarding communication and collaboration within scientific and technological innovation communities. In 2006 she co-founded an annual workshop for women in machine learning.