"Aarya Patel team on Web Data UNLOCKED Hackathon Hackathon"

Team Idea

We turn marketplace prices, reviews, and job posts into real-time demand signals—a cited nowcast with graph memory that alerts you when rivals move.

Team Members

sushaan-k

sushaank137

Submission

Pulse — Alt-Data Demand Terminal

We turn the open web—marketplace prices, reviews, and job postings—into real-time demand signals, scraping live data via Bright Data and producing a cited momentum nowcast with graph memory that alerts teams the moment competitors move.