Youcef worked on a project that connects cultural artifacts and historical archives from diverse UK communities. This involved developing an NLP pipeline to extract valuable information from texts, including entity linking and entity extraction. Youcef's contributions also extended to the creation of a knowledge graph and the development of advanced semantic search tools.