Former Professor of Computer Science at ETH Zürich and the University of Wisconsin-Madison.
Co-founded Inductiv (acquired by Apple), which developed AI solutions for identifying and correcting data errors.
Led the HoloClean project: modeled data cleaning as a statistical learning problem using attention mechanisms and self-supervised learning.
Leading the Picket project: exploring synergies between data cleaning and ML deployment.
Leading the Marius project: developing efficient deep learning systems for billion-edge graph data by optimizing data movement and memory hierarchy utilization.