Ghost Squawk began as a programming project attempting to give retail traders an advantage in the markets by providing them with real-time breaking news headlines that are market moving. We started by simply aggregating news sources and presenting them in an easy to digest format. The technology has evolved to include machine learning to create a smarter and more powerful tool that assists individual retail traders with interpreting Risk On / Risk Off elements in various markets. Since then, we have incorporated an educational component from our teaching experience to help new traders learn how to approach trading the markets using tools and strategies developed by large financial institutions.