"Aliza Knights team on Web Data UNLOCKED Hackathon Hackathon"

Team Idea

Building for the future of data acquisition.

Team Members

Dharun Kumar

stratlogic

Basil Goodluck

noble275

Aliza Tahseen

AlizaTahseen

Submission

EduSignal â€” District Root-Cause Intelligence

EduSignal identifies why districts in India are underperforming academically, clusters them by root cause using ML, and tracks intervention effectiveness, turning raw web evidence into actionable insights for education officers.