People diagnosed with rare diseases often have a lot of trouble finding a doctor that can effectively care for them. This means that they’re spending more time learning about how to find treatment than actually getting treatment itself. Through the use of machine learning, open health data, and a user- centered design philosophy, et al. Health is developing the world’s first doctor search tool based on each doctor’s clinical research experience. By providing honest, accurate, and friendly information about physicians who study rare diseases, et al. Health’s mission is to help patients get useful and objective information that will help them get the treatment they need.