MarketPulse

A microservices platform that reads financial news from across the web, figures out whether the sentiment is positive or negative using AI, and compares that to how cryptocurrency prices are actually moving. When big news drops, the market reacts fast. This system catches that early and sends out alerts so traders can stay ahead. I broke the project into four separate apps that each handle one job, like fetching news, analyzing it, or matching it to price data. They all talk to each other through message queues, which means if one part gets busy, it does not slow down everything else. The frontend is a dashboard built with React and Next.js where users can track everything in real-time.