This document describes a proposed open and scalable learning infrastructure for food safety capacity building. It aims to improve findability and discoverability of open educational resources related to food safety. The infrastructure would include a food safety learning portal, widgets/apps, and an educational offerings aggregator to collect and provide metadata from various sources. It would also include a curriculum registry to represent learning outcomes and allow alignment of courses. Usage scenarios demonstrate how the infrastructure could help organizations like a meat producer in Paraguay find food safety standards and online training courses. The project aims to fully integrate demonstrators into a new website and evolve the back end to federate more food safety resources.