Prior to that she was a post doc at University of Oxford and Laboratoire d'Informatique de Grenoble. She graduated with a PhD from the University of Minnesota. Her research is in the area of Software engineering, particularly software testing. She has served on program committees of major international software engineering conferences like ASE, ICST and FMCAD.