Ruwani recently graduated from the University of South Florida (USF), where she earned a Ph.D. in Mathematics with concentration in Statistics. She received her B.Sc. from the University of Colombo, Sri Lanka, and M.A in Statistics from the University of South Florida. Her research interests focus on Probabilistic Deep Learning, Medical Computer Vision and Machine Learning. Her dissertation research is centered on Uncertainty Quantification in Deep and Statistical learning with applications in Bio-medical Image Analysis. She has held internships at the Florida Center for Cybersecurity located at USF, and Citigroup, Tampa in its quantitative research division. She has also served in the American Statistical Association (ASA), USF student chapter as the President.