Description
CrunchDAO provides a platform where data scientists can contribute their machine learning models to solve various business problems, referred to as 'Crunches'. The platform handles the MLOps, allowing contributors to focus on the science. They keep ownership of their IP and earn revenue as their code runs. A key use case is the ADIA Lab Causal Discovery challenge, designed with experts like Nobel Laureate Prof. Guido Imbens, which aims to uncover causal relationships in data to make AI more transparent and intelligent. This involves discovering the underlying causal directed acyclic graph (DAG) from observational data, with applications in fields like healthcare, economics, and social sciences. The platform also fosters a community through 'Quant Clubs' in various cities.