Juana María Ruiz Martínez is an ontologist and metadata specialist at Spotify with over 12 years of experience in taxonomy, metadata, and knowledge organization. She has led ontology and taxonomy initiatives at Amazon and Spotify, specializing in media metadata, standards, governance, and, more recently, LLM-assisted applications. She holds a PhD in Information Sciences, with research focused on ontology population.