Lecturer (Prob)
I am a Computer Departmental Lecturer at the Engineering Faculty, University of Peradeniya. My work is at the intersection of generative modeling, probabilistic programming, and deep learning, with an interest in applications of machine learning for scientific discovery. I have recently focused on Bayesian inference in large-scale simulators, implementing code for distributed training and inference at supercomputing scale. Previously I was an IT Specialist at IBM world trade corporation working with Telecommunication operations. Before my work in IBM, I was a Lecturer at Uva wellassa University and Peradeniya university CE Departments and Central Engineering Counsultancy Bureau. In Russia I specialized in differentiable programming, and I worked on compositionality, higher-order functions, and nesting of forward and reverse differentiation.
Educational Qualifications:+Computational analogy, commonsense reasoning, and graph-based evolutionary algorithms. +About End−to−End Optimization of stack overflow with Differentiable Programming Toward the classification method with Differentiable clusters +Bayesian Deep Learning, Differentiable and Probabilistic Programming, Onboard cloud detection and atmospheric correction with deep learning emulators
Please note that here only contain the 'Projects' which were submitted to the projects.ce.pdn.ac.lk as Final Year Research Projects . The actual list of projects supervised by Mr. Biswajith Dissanayake may be longer than this.
