Current Appointments & Affiliations
Assistant Research Professor in the Department of Electrical and Computer Engineering
·
2020 - Present
Electrical and Computer Engineering,
Pratt School of Engineering
Assistant Professor in Neurology
·
2024 - Present
Neurology,
Clinical Science Departments
Recent Publications
Assessing 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 CitebigP3BCI: An Open, Diverse and Machine Learning Ready P300-based Brain-Computer Interface Dataset
Dataset · 2025 Full text Link to item CiteDeep Learning Resolves Myovascular Dynamics in the Failing Human Heart.
Journal Article JACC Basic Transl Sci · May 2024 The adult mammalian heart harbors minute levels of cycling cardiomyocytes (CMs). Large numbers of images are needed to accurately quantify cycling events using microscopy-based methods. CardioCount is a new deep learning-based pipeline to rigorously score ... Full text Link to item CiteRecent Grants
Leveraging Natural Language Processing for Reverberant Speech Enhancement in Cochlear Implants
ResearchCo Investigator · Awarded by National Institutes of Health · 2023 - 2025Closed-Loop Stimulus Optimisation to Increase Communication Efficiency in Brain-Computer Interfaces
ResearchPrincipal Investigator · Awarded by National Institutes of Health · 2020 - 2023Using Machine Learning to Mitigate Reverberation Effects in Cochlear Implants
ResearchResearch Scientist · Awarded by National Institutes of Health · 2015 - 2021View All Grants
Education, Training & Certifications
Duke University ·
2016
Ph.D.