I work in the area of Machine Learning for Systems and Systems for Machine Learning, with a primary focus on enhancing the reliability and scalability of systems. My recent projects have involved developing predictive models to anticipate cloud outages and creating systems that enhance the resource efficiency of generative models. My goal is to bridge the growing resource demands of emerging technologies while optimizing system performance.