Research

Projects are placed by the year they started, newest first.

High school · The Loomis Chaffee School

2026

Investigating Collagen-Induced Fibrin Fibrillogenesis in the Absence of Thrombin

Jun 2026 – present · Garcia Summer Scholars, Stony Brook University

Mentors: Dr. Miriam Rafailovich, Distinguished Professor, Stony Brook University & Dr. Adam Hansen, Stony Brook University

Investigating novel fibrin–collagen interactions. Presenting at the Materials Research Society conference, 2026.

2025

Association of Social Determinants of Health with Incident Mental Health Outcomes in US Veterans

Jul 2025 – May 2026 · Yale University

Mentor: Dr. Peter Na, Assistant Professor of Psychiatry, Yale University

Published in International Journal of Social Psychiatry, May 2026.

Continual Learning with Elastic Weight Consolidation for House Tree Person Test

May 2025 – present · Yale University

Mentor: Dr. Christine Cha, Associate Professor in the Child Study Center, Yale University

Intern, Cha Lab — Youth Mental Health Research

Jan 2025 – present · Yale School of Medicine

Assisted on 3 research projects and presented at 2 international conferences as the lab's representative.

2024

Depression Screening: Valence/Arousal from EEG & GSR via Unsupervised Representation Learning

Apr 2024 – Jan 2025

Published in Journal of Student Research, Aug 2025.

2023

Deep Semi-Supervised Domain Generalization Approach for Epileptic Seizure Prediction using EEG

Jan 2023 – Jan 2024

Patent pending. Awarded at CSEF and Regeneron ISEF. Published in Journal of Student Research, Aug 2024.

Before high school

2022

Finding Optimal Path for the Elderly Considering the Costs Based on Skyline

Mar 2022 – Dec 2022 · North London Collegiate School Jeju

Mentor: Mr. Kiran Mandhare, Computer Science Faculty, North London Collegiate School Jeju

Developed an ML-based navigation system optimizing for safety and user preferences. Awarded at KSEF.