I am a PhD student in the Doctoral Program in Department of Mathematics at State University of New York at Buffalo (SUNY Buffalo). My main research interests are Financial Mathematics, Deep Learning and Stochastic Calculus, with a particular focus on Decentralized Finance. Before joining UB, I completed my Bachelor of Science Honours in Mathematics at the University of Colombo, Sri Lanka.