LSE AI Stock Investor-Demo

LSE AI Stock Investor · Intelligent Alpha Dashboard

📡 LSE AI Stock Investor · DeepAlpha Demo

Transformer-inspired momentum classifier trained on FTSE constituents | Real-time backtest simulation

⚡ AI regime: LSTM attention · directional forecasting

📈 Strategy & AI Metrics

🔮 Prediction Accuracy
📐 Sharpe Ratio (ann.)
🏆 Win Rate (directional)
📉 Max Drawdown

📉 Historical Price & Moving Averages

🎯 AI Directional Signal (Predicted vs Actual)

🔍 Feature Importance (SHAP-based)

💰 Cumulative Returns: AI Strategy vs Benchmark

⚡ Simulated AI engine trained on technical & macro proxies — directional forecasts (up/down) for next day close. Data reflects realistic FTSE 100/250 dynamics with stochastic trends. Not financial advice.

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