Former Professor of Computer Science at Vrije Universiteit Amsterdam (VU).
Founded and led the User-Centric Data Science research group since 2010.
Served as a visiting scholar at the Columbia Data Science Institute, Columbia University.
Chief Scientist at Tagasauris (now seeen.com), a NYC-based startup, where she guided human-in-the-loop strategies for multimedia enrichment and improved video search/discovery.
Established the VU INTERTAIN Lab in 2010—the first user-centric experimental lab in academia.
Principal Investigator of numerous research projects on semantic search, recommendation systems, and personalized access to online multimedia.
Research focuses on handling ambiguity in multimodal content, augmenting intelligence via human-AI collaboration, and building hybrid systems for domains like digital humanities, cultural heritage, and interactive TV.
Background
Currently a Research Scientist at Google Research, NYC, working in Responsible AI with a focus on Data Excellence—developing metrics and strategies to reliably and transparently measure the quality of human-labeled data.
Active member of the Human Computation, User Modeling, and Semantic Web communities.
President of UM Inc., the steering body for the ACM conference series 'User Modeling, Adaptation and Personalization' (UMAP), sponsored by SIGCHI and SIGWEB.
Member of the ACM SIGCHI Conferences Board.
A leading advocate of 'User-Centric Data Science,' which she developed and led as a research group at Vrije Universiteit Amsterdam.