My research focuses on inherited retinal disease and ocular genetics, with an emphasis on rigorous methods and clinically meaningful translation, including AI-enabled analysis where appropriate.
Current Projects
AI in Ophthalmology
2025-12-01
Reasoning capabilities of generative AI tools in clinical ophthalmology.
Clinical Ophthalmology Projects
2025-08-01
A culmination of various clinical projects with the goal of enhancing patient care in ophthalmology.
Automated Vessel Tortuosity Measurement from Retinal Imaging
2025-06-01
Python-based tool to quantify retinal vessel tortuosity from fundus autofluorescence/retinal images, designed for reproducible research workflows.
AI in Medical Education
2025-04-01
Curriculum + scholarship-of-teaching work on AI literacy for interprofessional health learners, evaluated through course survey data.
COL4A1: Ocular and Systemic Vasculopathy — Genotype–Phenotype Correlation Analysis and Clinical Translation
2024-01-01
Clinically grounded research focused on COL4A1-related vasculopathy with emphasis on ophthalmic findings and translational implications.
PIKFYVE: Inherited Retinal Disease Mechanisms and Translational Directions
2023-01-01
Mechanistic and clinically aligned research on PIKFYVE-related retinal dystrophy, integrating experimental evidence with translational hypotheses.