I am pairing with the Chief Information Officer of Detroit and the Detroit Department of Transportation to use bus servicing data to develop predictive models for bus breakdowns. The goal of this project is to help improve city services to bus users by identifying buses that are most likely to need servicing and taking them out of rotation before a failure.