Current Appointments & Affiliations
Assistant Research Professor in the Department of Pierre R. Lamond Department of Electrical and Computer Engineering
·
2026 - Present
Pierre R. Lamond Department of Electrical and Computer Engineering,
Pratt School of Engineering
Recent Publications
A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract)
Conference Proceedings of the Aaai Conference on Artificial Intelligence · January 1, 2026 The current standard for training brain-computer interface (BCI) machine learning models is user-specific. There is a high interest in developing generic models that are trained on data from other users to minimize BCI calibration time; however, this is li ... Full text CiteAssessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces
Conference Proceedings of the Aaai Conference on Artificial Intelligence · April 11, 2025 Brain-computer interfaces (BCIs) can provide a means of communication for individuals with severe neuromuscular diseases, the target end-users. While personalized BCI machine learning models are the current standard, models trained on data from other users ... Full text CiteRecent Grants
Leveraging Natural Language Processing for Reverberant Speech Enhancement in Cochlear Implants
ResearchCo Investigator · Awarded by National Institutes of Health · 2023 - 2025Using Machine Learning to Mitigate Reverberation Effects in Cochlear Implants
ResearchResearch Scientist · Awarded by National Institutes of Health · 2015 - 2021View All Grants
Education
Duke University ·
2016
Ph.D.