I am a licensed clinical psychologist with training in Natural Language Processing (NLP) and deep learning. My research focus is digital mental health, at the intersection of psychiatry, AI, and technology.
Digital Biomarkers: Large Language Models and NLP solutions to increase objectivity and reduce provider burden in psychiatric assessment.
Precision Psychiatry: Data-driven alternatives to heterogeneous diagnostic categories. Identify targeted treatment candidates by teasing individual symptoms and subgroups of patients.
Digital Delivery: Telemedicine modalities to deliver therapy at scale, gather data for digital biomarkers, and personalize interventions through AI integration.
CURRENT GRANTS
* Deep Learning Based Natural Language Processing Markers of Anxiety and Depression; NIMH (PI; K23MH134068-01)
* Digital Mental Health and Machine Learning Research Agreement; Talkspace (PI)
* Leveraging Wellness Platforms and Advanced Computational Modeling to Build Resilience in Healthcare Workers; DARPA (COI; HR00112310002)
PREVIOUS GRANTS
* Scholars Program in Natural Language Processing; Clinical and Translational Science Institute (PI; 2KL2TR001446-06A1)
* Computational markers of suicidal ideation from loss narrative recordings; American Foundation for Suicide Prevention (PI; PRG-0-104-19)
