I'm in high school and built an app that uses Kalshi prediction markets to forecast stock sentiment. I need some feedback.

Hey everyone! I'm a high school student who's always been fascinated by investing and prediction markets.

I noticed that both the stock market and prediction markets are driven by public expectations. That got me wondering: could prediction market data be used to identify stock trends?

So I built SentientFund (thesentientfund.com). It scrapes publicly available data from Kalshi, uses AI to find trends, and maps those trends to specific stocks and ETFs with a confidence score.

The goal isn't to be a trading bot. It is just an experiment to make prediction market data easier to visualize alongside equities.

I also made a 40-second YouTube explainer if the concept is confusing: https://www.youtube.com/watch?v=M1p2-RB6lkE

(Standard disclaimer: This is a student project for informational purposes only, not financial advice!)