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Momentum/breakout research system for the Egyptian Exchange (EGX): derived trading calendar, merged multi-provider bars, cost-accurate backtest, and an execution layer that deliberately cannot place an order.
Open market data infrastructure for African stock exchanges. One normalised API across NGX, JSE, GSE, NSE Kenya, EGX, BRVM and 11 more venues — fixed-point prices, provenance on every quote, and a path from free sources to direct exchange feeds.
AI-powered EGX stock analysis: ML models (XGBoost/LightGBM/RandomForest) predict next-day direction for 5 Egyptian Exchange tickers, cross-checked against live news via a LangGraph agent + Groq LLM. FastAPI backend, Streamlit UI, Dockerized, deployed on Railway.
AI-powered trading decision-support platform for US (S&P/DOW 30) and Egyptian (EGX) stocks — 7-model ensemble (XGBoost, LSTM, 5 FinRL agents) with a stacking meta-learner, SHAP explainability, and explainable BUY/HOLD/SELL signals. Decision-support only, never executes real trades.