Project Soli is a radar-based technology developed by Google's ATAP that enables touchless interactions by accurately detecting hand movements in real-time. It utilizes machine learning to translate these movements into commands, with applications ranging from medical to gaming fields. Despite its advantages, such as gesture control and improved accuracy, it has limitations including a small radar range and high costs.