About
Dr. Singh is an Assistant Teaching Professor in the Department of Information Systems. She earned her Ph.D. in Information Systems from UMBC, where her research focused on developing physical-and social-sensing frameworks for disaster response. She has taught data science and programming courses at institutions including Washington University in St. Louis and UC Berkeley, and her work bridges technology, disaster management, and education innovation. Her professional experience includes collaborating with the American Red Cross on disaster information systems and contributing to financial crime detection initiatives. She is also active in diversity and inclusion efforts, organizing workshops and mentoring students in technology fields.
Research interests
Applied Data Science and Artificial Intelligence to solve interdisciplinary problems.
Ethical and Responsible Data Science Practices.
Data Science Education Research.
Teaching interests
Data Science
Database Management Systems
Computer Hardware and Software Systems
Programming
Advanced Business Application
Data Mining
Ethical and Responsible Data Science
Education
-
Ph D, Information Systems
— University of Maryland Baltimore County (2022) A Scalable Holistic Physical and Social Sensing Framework for Disaster Management
Publications
- Transfer Machine Learning Algorithms 2022
- A Mandate Beyond Accuracy: Forging the Algorithm's Social Contract
Research in Progress
- A Mandate Beyond Accuracy: Forging the Algorithm's Social Contract 2025
Courses Taught
- Programming and Databases
- Computer Software and Hardware Concepts
- Computer Software and Hardware Concepts