San Francisco Bay Area
Computer Science student focused on machine learning, statistical inference, and modeling under uncertainty. Particularly interested in quantitative decision systems, from financial markets to large-scale biomedical data. Drawn to mathematically grounded approaches that combine probability, optimization, and real-world impact.
- Conducting research on multimodal glaucoma prediction using EHR (OMOP) and fundus imaging data under Dr. Sophia Y. Wang - Studying model reliability under real-world distribution shift, including calibration, subgroup performance, and alignment with expert clinical labels - Developing end-to-end pipelines in Python/SQL to process large-scale clinical datasets (60K+ patients) and support predictive modeling - Applying domain adaptation methods (e.g., CORAL + LightGBM) to improve cross-cohort generalization - Preparing a first-author manuscript on challenges in deploying ML systems in clinical settings
- Originated engagement with Ken Griffin (Founder & CEO, Citadel) via cold outreach with no prior connection; served as sole student point of contact with Citadel’s Office of the CEO, hosting 750+ attendees at Hauck Auditorium, Hoover Institution - Co-moderated a 75-minute discussion alongside Prof. Joshua Rauh (Stanford GSB/Hoover Institution), with opening remarks by Condoleezza Rice; topics included market microstructure, ML-based alpha generation, and institutional investing
- Managed budgeting, expense tracking, and vendor coordination for student entrepreneurship programs with 200+ participants. - Handled financial reporting, sponsor communication, and logistics planning for regional showcase events.
- Led the Financial Department of the Prikura Guahan Team, sponsored by Title Guaranty. - Won 1st Place in the Financial Management Category for JA Guam.
Took advanced lectures like Knot Theory and Uniform Distribution. Continued solving sets. Graded sets for the Scholars. Gave a talk about the relationship between Mathematics and Music.
Explored advanced mathematics topics like Number Theory & Abstract Algebra. Solved 22 Sets and gave a presentation about Lagrange’s Theorem & Group Theory.