Large Projects


Design Space for Uncertainty Visualizations

Created a design space chart that organizes existing and potential UI approaches for visualizing uncertainty—defined as system ambiguity about the user’s target—during AR target selection. The goal was to support quick, on-the-go interactions by helping designers explore how interfaces can communicate system uncertainty in real time.

SnapIt

Blackboard and whiteboard detection application built from the ground up through a pipeline of traditional computer vision and image processing techniques.

Progressive Web App for Wildflower Farm

Led frontend development and user research for a progressive web app (PWA) built with a team of four students in collaboration with Wildflower Farm. Designed wireframes and conducted farmer interviews to gather feedback and ensure usability. The PWA, built as a website with app-like accessibility, helps farmers track crop planting schedules and seed harvest times.

Small Projects


Wireframes

Wireframes designed for the homepage of JustIn.

Fraud Detection

COS 226: Algorithms and Data Structures

Predict credit card fraud using algorithms for machine learning.

Seam Carver

COS 226: Algorithms and Data Structures

Implemented a content-aware image resizing algorithm.

Swift iOS app: Card Matching Game

Free course from Stanford University.