2022 – 2024
University of Waterloo
Master’s degree, Management Science (thesis-based)
I studied Human-Computer Interaction and Machine Learning, which shaped how I design products around people and data.
Thesis
Developed an ML-based text clustering model for blockchain patents and leveraged knowledge graph analysis to identify technology trends and inform future policy recommendations.