The project, conducted by Asst. Prof. Yigit Can Altan and supported by ERA-NET Cofund- MarTERA program, aims to develop a tool that assesses the risk level of the waterway considering traffic, waterway complexity, and environmental factors. The proposed tool will be designed to analyze the risk of maritime traffic systems, rooted in first principles, supported by big data analysis, machine learning methods, as well as experts’ knowledge along with their understanding of the subject.