Assistant Professor, Department of Computer Science, George Washington University
Adjunct Assistant Professor, Center for Language and Speech Processing (CLSP), Johns Hopkins University
My research sits at the intersection of Natural Language Processing (NLP), mental health, healthcare, bias, and alignment. I focus on building computational systems and AI models that can understand clinical and social-media language to address critical challenges in mental health and health — including suicide risk assessment, depression identification, and improving patient experience by building patient-centered solutions. I also work on AI alignment and debiasing to ensure that NLP systems are fair, trustworthy, and equitable across communities.
You will find me under Aya & Ayah, movign onward I am only using Aya.
We are a research group focused on NLP for health, mental health, AI alignment and debiasing. If you are interested in joining, please see the contact section.
Saad Mankarious
PhD Student
Started Fall 2025
AbdulRahman Morsy
PhD Student
Started Fall 2025
Akash Raghavendra
PhD Student
Starting Fall 2026
Dr. Carson Peters
Researcher
PhD, University of Maryland (2025)
Full list on Google Scholar. Publications update automatically each week.
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I welcome inquiries from prospective PhD students interested in NLP for health, mental health, clinical NLP, or AI fairness. Please include your CV and a brief description of your research interests.