Jia Yi Li
jyl668@stanford.edu
jiayli6812@gmail.com

NYC Subway Elevator Reliability Prediction

Restoring Rider Agency Through Machine Learning and Systems Design
Disability Framed: How Film Narratives Shape Public Discourse

Computational Evidence for Representation That Resonates
Designing at Home (2015-2025)

Editing Environments for Mobility Difference with Informal Engineering
Selection of Professional Work

At Queue Agency (2025) & Cutline Communications (2022-2025)








Works (details in right side gallery)
Last updated July 2025



1. NYC Subway Elevator Reliability Prediction
Live Map: https://nycsubwayelevators.com/
Random Forest, Kepler.gl


2. Disability Framed: NLP Research on How Film Narratives Shape Public Discourse
GMM, BERT, Logistic Regression


3. Designing at Home: Informal Engineering for Accessibility
Ceramics & more



4. Professional Work Archive
 Digital Publications, Product Launch Events, Accessibility Roundtables