This project is a mixed-methods study that develops and evaluates a Road Safety Management Information System and a Machine learning based predictive model for road traffic accidents in Ethiopia. It aims to develop and implement a reliable and efficient data source and a predictive tool for road safety decision-making in Adama and Jimma cities, Ethiopia.