Research

Mental Health Stigma and Natural Language Processing: Two Enigmas Through the Lens of a Limited Corpus

Best Presenter, IEEE AIIoT Congress 2022
View publication at IEEE Xplore

Projects

Bids

~180,000 impressions

Bids was a social app aiming to make bid invites for fraternity & sorority events more accessible. As a team of Berkeley grads and current Google engineers, we scaled it to 100+ chapters across Berkeley and colleges in Northern California. Built using React Native and Node.js.

GitHub
Bids logo

Biasbot AS

1,000,000+ articles

Biasbot periodically scans Wikipedia articles for explicit and implicit bias, providing over 30,000 edit suggestions. I built this because violations of Wikipedia's neutral point of view policy require understanding each article's full context, unlike blatant vandalism.

See on Wikipedia

Tigers Notifications

8,000+ impressions per season

Led the development of a full-stack statistics tracker and notification system for South Korea's finest high school sports team, the SIS Tigers. The tracker integrates with our school scoreboard via MQTT protocol to capture and broadcast live game data through WebSocket connections. Built with Node.js/Express and PostgreSQL. Done at SIS's Software Development Club, which I co-founded with my to-be fiveRoll co-founder Jihoon.

GitHub

Samsung Dream Scholarship Foundation

supported 1,100+ students

I developed programming instructional videos and curriculum as coordinator for The Samsung Dream Scholarship Foundation's employment program in partnership with the Africa-Asia Development Relief Foundation. The training materials were deployed across Malaysia, Indonesia, Cambodia, and other Southeast Asian countries to support over 1,100 students entering software development roles.

GPT-2, but safe

Re-implemented GPT-2 Small (124M parameters) from scratch at AI Safety @ UCLA, incorporating alignment-focused training objectives. I re-trained the model using GPUs from AI Safety, who administers the largest GPU server of any UCLA club.

View GPU stats dashboard