Get all your news in one place.
100's of premium titles.
One app.
Start reading
The Times of India
The Times of India
World
TOI World Desk

16-year-old uses AI to map pollution and drive countywide policy change

When Kelly Liu looked at air pollution data around San Jose, she noticed something important was missing. Official monitoring stations could show broad regional trends, but they did not always reveal what students were breathing beside busy roads, industrial areas or older school buildings. The 16-year-old student decided to fill that gap by combining artificial intelligence, low-cost pollution sensors and community organising. Her work mapped local air quality, brought monitoring devices to underserved schools and helped build pressure for stronger countywide action. As described by Action for Nature and reported by Hoodline, Kelly’s project grew from a technical experiment into a public campaign, showing how student-led research can make environmental inequality visible and influence policy. Her story is not just about measuring dirty air. It is about giving communities evidence they can use to demand healthier places to learn.

Get breaking news anytime, anywhere. Download the TOI app now!

Sign up to read this article
Read news from 100's of titles, curated specifically for you.
Already a member? Sign in here
Related Stories
Top stories on inkl right now
One subscription that gives you access to news from hundreds of sites
Already a member? Sign in here
Our Picks
Fourteen days free
Download the app
One app. One membership.
100+ trusted global sources.