I am a Research Scientist in the Department of Psychiatry & Behavioral Sciences at Stanford University School of Medicine, working in the C-Brain Lab, and Co-Founder and Chief Scientific Officer of Walnot Inc, where I am Principal Investigator of an NIH STTR award to develop a wearable fNIRS platform for precision psychiatry.
My research develops wearable functional near-infrared spectroscopy (fNIRS) platforms and computational methods for precision mental health. I combine multimodal neuroimaging (fNIRS, EEG, fMRI) with machine learning to characterize individual brain function, to guide neurofeedback-based cognitive interventions for children with ADHD, and to study clinical populations including PTSD, Prader–Willi syndrome, and Alzheimer’s disease. My current work builds self-supervised foundation models for optical neuroimaging to enable scalable brain-state discovery across tasks, populations, and real-world contexts.
Research interests
- Wearable functional neuroimaging
- Precision mental health & psychiatry
- ADHD and neurodevelopmental conditions
- Deep phenotyping
- Multimodal analysis
- Foundation models for neuroimaging
- Clinical populations: PTSD, Prader–Willi syndrome, Alzheimer's disease
News
- Aug 2026 Wrote “What happens to the brain after 15 minutes of scrolling?” for Behind the Paper, Springer Nature Research Communities, on our Scientific Reports study of social media use and executive function.
- 2026 Walnot Inc joined the StartX Accelerator (Stanford-affiliated).
- 2026 Walnot Inc named a Top Innovator Honoree at Venture Summit West 2026 (youngStartup Ventures).
- 2026 Walnot Inc selected to pitch at Ferment 2026, Stanford Biotech Group.
- May 2026 Three posters on at-home wearable fNIRS and deep phenotyping presented at the Wu Tsai Neurosciences Institute Retreat, Stanford.
- 2026 Taught a workshop on MATLAB analysis of dense-sampled, longitudinal neuroimaging data, Division of Interdisciplinary Brain Sciences, Stanford Medicine.
- Sep 2025 Outstanding Oral Presentation Award, UK fNIRS Conference, Cambridge, for fNIRS work on mathematics learning in South African children.
Selected publications
All publications →-
Scientific Reports, 15(1), 36960 (2025)
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Communications Biology, 8(1), 1149 (2025)
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npj Digital Medicine, 8(1), 271 (2025)
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iScience, 27(11), 111087 (2024)
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Cerebral Cortex, 34(10), bhae427 (2024)
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Scientific Reports, 13(1), 7154 (2023)