I've been working as a software developer, and I noticed a huge gap in the Egyptian market: individual traders lack access to the professional quantitative tools that major institutions take for granted.
For the past few months, I've been heads-down building EGX BOTS. It's not just another screen-scraper; I've engineered a full quantitative engine that utilizes machine learning (Random Forest & LightGBM) to analyze hundreds of market metrics daily.
The core of the platform is a proprietary AI Score that ranks stocks based on their statistical probability of beating the EGX 30 index. I've also built a unique 'Historical Similarity' engine that maps price trajectories based on past patterns.
"EGX BOTS is the first pro-grade quantitative analysis platform for the Egyptian Stock Exchange. We utilize advanced machine learning models (Random Forest & LightGBM) to analyze hundreds of metrics daily, providing a unique AI Score that predicts a stock's probability of outperforming the EGX 30 index. Features include real-time technical scanners, historical pattern matching using cosine similarity, and instant Telegram trading signals."
