Published multiple papers including 'Magellan: toward building ecosystems of entity matching solutions' (Communications of the ACM, 2020) and 'Deep Entity Matching with Pre-Trained Language Models' (VLDB-21); received the SIGMOD Research Highlight Award.
Research Experience
Heavily involved in setting up the School of Computer, Data, and Information Sciences at UW-Madison; co-chaired SIGMOD-2020; co-founded GreenBay Technologies, which was acquired by Informatica; led the Magellan project to build an end-to-end entity matching system.
Background
Research interests include data cleaning and integration, data science, etc. Work in these directions often requires a combination of machine learning, scalable data management, effective human-data interaction, and cloud technologies.
Miscellany
Personal interests and hobbies not explicitly mentioned.