Live Market Simulation for Presentations

Problem: A live presentation on herd behavior in financial markets needed a way to actively engage an audience in real time.
Approach: Built a web tool where participants join via QR code, buy and sell virtual shares, and collectively drive a live price chart, with a backend on FastAPI and WebSockets and visualization in Chart.js.
Outcome: Working real-time tool for a live audience, publicly available.