Prior to joining NDSU, she worked at the University of Saskatchewan (Canada), Concordia University (Canada), Cardiff University (UK) and Brunel University (UK). She received her PhD degree and MSc degree with distinction from Brunel University (UK), in 2004 and 2000, respectively. Her research interests include swarm intelligence, evolutionary computation, parallelization of swarm intelligence and evolutionary computation approaches, image processing, and data mining.