Current Duke 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 Scholarly Works
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
Performance-Driven Adaptation to Maximise Efficiency of Electroencephalography-based Brain-Computer Interfaces
ResearchPrincipal Investigator · Awarded by National Institute of Neurological Disorders and Stroke · 2026 - 2029Leveraging 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.