Projects

UniSync: Effectiveness of Academic Scheduling among College Students
A course paper applying HCI research methods to iteratively design UniSync, a student scheduling prototype, ending in a 27-participant study showing AI-assisted syllabus upload cuts setup time by 78.7%.

SignNow: Real-Time Audio to ASL Translation
A three-stage speech-to-ASL pipeline that renders output as filmed human video. Won 1st place in Health Track of UMich Ross Tech Innovation Jam.

ccClub Homepage Redesign
A UX redesign of ccClub.io’s homepage and a new learning resources page to improve user growth and retention.

Marketing Strategy for LINE Bank
A three-day case study recommending growth strategies for Taiwan’s largest pure-play online bank.

Modeling Total Wealth Using Financial and Demographic Predictors
A course paper using GAMs, splines, and stepwise regression to predict household total wealth from 1991 SIPP data.