Predibase is a company that allows software engineers to easily work on machine learning projects through a declarative platform. The company was founded by a team of experts in AI and machine learning, including a former Google product manager and a former Uber AI engineer. The platform was initially created to streamline ML projects at Uber and has since been adopted by the open-source community.