Projects
City Council Transcriber
2026
Automated transcription pipeline for Monterey Park city council meetings — turning multi-hour recordings into searchable, readable text and making local government more accessible.
Crunchy Garden
2025
Two-platform gardening project — a community hub for sharing knowledge and connecting growers, now evolving into a richer experience with multiplayer worlds, weather-driven planting schedules, and garden planning tools.
Learning Trees
2025
Interactive skill-tree learning platform — visualize and unlock skills through a canvas-based tree of nodes, with progression animations, prerequisite logic, and mobile support.
The Voter Guider
2025
Personal voter guide tool — work through your ballot, save your choices and notes, and share with friends or family via a simple link. No account required to receive.
Meal Kit Nutrition Analysis
2021
Data analysis and visualization project examining the nutritional content of 9,750 meals across 10 meal kit services — answering the question "Are meal kits actually healthy?"
Pick a Kit
2019–2022
Meal kit comparison platform — browse and filter thousands of meals across services by protein, price, and ratings. Includes a machine-learning protein classifier and a survey-driven recommendation engine.
Twitter Sentiment Analysis
2020
Sentiment analysis of meal kit services on Twitter using a pretrained BERT model — classifying tweets as positive, negative, or neutral per brand.