My research interests are in developing computationally efficient machine learning models for deploying on edge devices. I currently have active collaborations with the Speech and the Audio Research teams. I have previously worked on building wakeword detection models for low power devices. Even before that, I worked on many computer vision problems for my graduate studies at the University of Maryland in College Park.