Following the principles of open-science framework the project designed, configured and planned maintenance of a cloud based privacy preserving platform that stores data and models. The platform addresses the challenges encountered due to the lack of datasets that further research around innovation of artificial intelligence technologies for learning and teaching necessary 21st century skills. The platform follows the NIST data management framework to center equitable data collection and curation practices, mitigate privacy concerns and biases within the data and the models. The goal is to prioritize the facilitation of collaboration among researchers furthering generalizable AI and use-inspired research in service of educational technology research.