Invited to speak at numerous international conferences including NeurIPS, ICML, SIGMOD/PODS Data Management for End-to-End Machine Learning Workshop, etc.; received best paper award at SIGMOD/PODS Data Management for End-to-End Machine Learning Workshop.
Research Experience
Co-Founder and Chief AI Officer at Brickroad; involved in community activities such as Data-Centric Machine Learning Research (DMLR) and AI for Good; co-chaired conferences like ICLR, DMLR workshop series, and ML4H.
Education
PhD research scientist at the Department of Artificial Intelligence of Wojciech Samek at Fraunhofer HHI in Berlin, Germany.
Background
Interested in composable systems for measuring, optimizing, and exchanging data states across the entire data generating process in machine learning. Regularly shares ideas through writing, code, and presentations on topics such as data optimization, ML data formats, and measurement tools for ML systems.
Miscellany
Enjoys promoting opportunities for the community, such as initiating machine learning venues and participating in various academic conferences.