CrunchDAO is a platform where data scientists and machine learning experts can monetize their models by participating in various quantitative research challenges. It leverages collective intelligence to solve complex problems in finance and other fields. Members retain ownership of their models while earning revenue based on their contributions to solving these challenges. CrunchDAO offers a seamless integration environment, enabling participants to focus on science while the platform handles the MLOps.