In this lightning talk, we will share part of our project focused on transforming research data into LOD and developing a reproducible framework for LOD projects. The Utrecht University Library securely stores and archives hundreds of thousands of datasets from various research projects, which, according to university policy, must be preserved for at least ten to fifteen years. A key objective of our project is to make this vast collection of data both accessible and interconnected as linked data while also creating a framework that can be replicated in future LOD projects involving research data. Given the diverse landscape of data types, models, and academic fields, we designed a project where each faculty formed a small subgroup of graduate students, researchers, and other interested parties. These subgroups are tasked with gathering information, researching data models and ontologies, and developing small projects to link pre-existing data. However, reaching this significant goal requires including a series of workshops and sessions in the framework, aimed not only at raising awareness but also at guiding researchers through the data process. These sessions cover topics such as data models, ontologies, and linked data.