Previously:
- Numbers Station, 2023-2025
- Ph.D. in database systems from the University of Washington, working with Magda Balazinska, 2018-2023
- Safari team at Apple, 2016-2018
- B.S. in computer science from the University of Michigan, 2011-2015
Publications:
Data Storage and Exploration in a Video Data Management System (dissertation).
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska. MaskSearch: Querying Image Masks at Scale. In ICDE 2025.
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska. VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building. In PVLDB 2023.
Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing. VOCAL: Video Organization and Interactive Compositional AnaLytics (Vision Paper). In CIDR 2022. *Both authors contributed equally to the paper.
Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska. DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation. In PVLDB 2022.
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, and Luis Ceze. VSS: A Storage System for Video Analytics. In SIGMOD 2021.
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska, and Alvin Cheung. TASM: A tile-based storage manager for video analytics. In ICDE 2021.
Alekh Jindal, K. Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas Mueller, Wentao Wu, Hiren Patel. Magpie: Python at speed and scale using cloud backends. In CIDR 2021.
Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze. VisualWorldDB: A DBMS for the Visual World. In CIDR 2020.
Eunice Jun, Maureen Daum, Jared Roesch, Sarah Chasins, Emery Berger, Rene Just, and Katharina Reinecke. 2019. Tea: A High-level Language and Runtime System for Automating Statistical Analysis. In UIST 2019.