Data
Projects
data analysis | data visualization |
web app development
CNN Magic Wall
Turning Data into Stories on Air.
Product
Drove product management for the Magic Wall election app and the CMS that powers it — from brief to launch across multiple election cycles.
Front-End
Built real-time election visualizations in HTML, CSS, and JavaScript that made results feel immediate and clear to 10M+ live viewers.
Data
Analyzed electoral datasets and statistical models in Python and SQL; built automated pipelines to enable rapid iteration under live broadcast pressure.
Bridge
Connected engineering, editorial, and on-air talent — translating technical constraints into editorial decisions and production realities into product specs.
Campus Crimewatch
A reproducible web app featuring an interactive map of crime data for Stanford University and information about the Clery Act.
Rooting For Equality: street tree inequity in SF
Communities facing larger housing burdens, higher populations of people of color, and lower socioeconomic status often have fewer street trees.
It's Hard To Breathe:
communities that are burdened by air pollution
Bay Area communities that are disproportionately burdened by air pollution.
Visualizing the Drug Epidemic in San Francisco
San Francisco, a city celebrated for its vibrant and diverse cultures, has faced numerous challenges in recent years with regard to drug addiction and crime.
