Projects
Selected research, data science, and design projects from my earlier work.
Autonomous Vehicles · 2020
Pedestrian-Automated Vehicle Interaction Scoping Review
A scoping review of experimental methods for studying pedestrian-vehicle interaction in autonomous driving contexts.
Intelligent Transportation · 2020
Auditory Messages for IMA System
An experimental study on self-prioritized auditory warnings in intelligent transportation systems.
Data Science · 2022
Predicting Bitcoin Price Volatility
A machine learning project using order-book features to predict Bitcoin price volatility.
UX Research & Design · 2020
Perfecting the AliPay Funding Interface
A trust-centered redesign of AliPay fund product experiences, combining user research, usability testing, and high-fidelity interface design.
Additional projects
Additional Projects
DEVIATE: The Unglamorous Foundations of Machine Learning
Poster presented at University of Michigan, the College of Engineering Design Expo, Fall 2022.
Pedestrian-Vehicle Communication Displays in the Context of Autonomous Driving: A Scoping Review
A poster project reviewing communication displays for pedestrian-vehicle interaction in autonomous driving.
Guide Tour and Restaurant Advisor
A Python and Flask application that helps users find restaurants and nearby places of interest by state and food type.