Professor Agu's research interests are in the areas of computer graphics, mobile computing, and wireless networks. He is especially interested in research into how to use a smartphone as a platform to deliver better healthcare. In collaboration with researchers at WPI and at UMass Medical School, he is currently working on NIH-funded research project to create a mobile application for chronic wound care management for patients with lower extremity and pressure ulcers. He is also working on a DARPA research project to use smartphone data and machine/deep learning to sense Traumatic Brain Injury (TBI) and infectious diseases early. He is also working on using machine learning and deep learning to sense when smartphone users are too drunk to drive in order to alert them. His research has been funded by the NSF, NIH, DARPA, the US department of education, US Army Research Labs, Google, Nvidia and AMD.