| CARVIEW |
Biography
Anna Dai is currently a research assistant at the EPFL NLP Lab, under Professor Antoine Bosselut and Postdoctoral Researcher Syrielle Montariol’s guidance. She has a unique interdisciplinary background in business economics and data science and across industry and academia. She is passionate about responisibly building ML/AI systems for make a positive social impact. Some of her research interests include natural language processing, model security and federated learning.
- Ethical ML/AI
- Natural Language Processing
- Biomedical Applications
- Interdisciplinary Research
MSc in Interdisciplinary Data Science, 2023
Duke University
BA in Business Economics, 2016
University of California, Los Angeles (UCLA)
Experience
Research at CEI Lab: Reviewed literature and implemented baseline models from literature on defenses against adversarial model extraction attacks and label protection in the vertical federated learning setting
Teaching at MIDS and Fuqua: Held weekly office hours and graded assignments for Data Engineering Systems, Data Analysis at Scale in the Cloud, and Fraud Analytics courses
Publications
Projects
