Sriram's research in the lab focussed on the use of Machine Learning to understand and simulate spatially spreading processes like forest fires by using Reinforcement Learning, parameter tuning and Bayesian Optimization. He completed his MASc in the UWECEML lab in 2018 and his PhD in 2022.