research
Seoul National University
AI Policy Fellow
Dec 2024 – Present
I'm building fairness benchmarks for self-preferencing in tech platforms. It’s about making ranking systems more transparent and accountable.
MIT CSAIL
Undergraduate Researcher – Healthcare Interoperability
Feb 2023 – Aug 2023
I co-authored a 22-page manuscript on data-sharing barriers in healthcare.
MIT CSAIL
Undergraduate Researcher – Document Processing
Feb 2023 – Aug 2023
Built Python + CNN tools to extract data from technical PDFs. We cut document processing time by 24x.
MIT SLOAN
Undergraduate Researcher – Biotech & Finance
May 2024 – Aug 2024
I studied how biotech companies move pre/post FDA approval using Python + stock data. Graphed a lot. Debugged even more.
MIT Hacking Medicine
Undergraduate Researcher
Sept 2022 – Mar 2023
I looked at how early-stage biotech startups in Boston survived during COVID. Combined financial data + interviews.