Vol-Regime strategy on GBP/USD 15min: Squeeze (BB inside Keltner) then expansion; classifier picks the direction of the release. Features: BB (20,2.0), ATR 10, ADX 14, Volatility 10, Return lags 1-3, Keltner (20,1.5), Session/time features. Model: XGBoost. Label horizon 6 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Mean-Reversion strategy on USD/CHF 15min: Fade RSI/Bollinger extremes back toward the mean; classifier decides direction. Features: RSI 21, BB (30,2.0), Z-score 20, Stochastic (14,3), Candle structure, Session/time features. Model: LightGBM. Label horizon 2 bars, confidence threshold 0.58, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Trend strategy on USD/CAD 15min: Enter in the direction of the EMA crossover when ADX confirms trend; model gates each entry. Features: EMA 9/21 cross, ADX 14, ATR 14, ROC 5, EMA ribbon 8-55, Session/time features. Model: XGBoost. Label horizon 6 bars, confidence threshold 0.52, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission.

Mean-Reversion strategy on EUR/USD 1h. Fade RSI/Bollinger extremes back toward the mean; the classifier decides direction. Features: RSI 21, BB (20,2.5), Z-score 30, Stochastic (14,3), Candle structure, Session/time features. Model: XGBoost; label horizon 2 bars, confidence threshold 0.52, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Signal Mix strategy on USD/CHF 15min. A compact, machine-selected indicator set; the classifier learns the entry rule directly from the features. Features: Volatility 10, Return lags 1-8, Candle structure, Williams %R 21, MACD (8,21,5), Z-score 50. Model: Extra Trees; label horizon 3 bars, confidence threshold 0.52, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are th

Trend Pullback strategy on USD/JPY 15min. Buy dips / sell rallies inside an established trend when the fast RSI resets. Features: EMA 20/50 cross, SMA 200, RSI 7, ATR 14, Keltner (20,2.0), EMA ribbon 8-55, Session/time features. Model: XGBoost; label horizon 8 bars, confidence threshold 0.55, direction both. Risk: 25 pip stop / 50 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.

Trend Pullback strategy on USD/CAD 5min. Buy dips / sell rallies inside an established trend when the fast RSI resets. Features: EMA 20/50 cross, SMA 200, RSI 7, ATR 14, Keltner (20,2.0), EMA ribbon 8-55, Session/time features. Model: XGBoost; label horizon 10 bars, confidence threshold 0.55, direction both. Risk: 15 pip stop / 30 pip target (1:2 R/R), 1.0 lot on $10k, $6 round-trip commission. Trained on the last 40 days with a 70/30 holdout; the published numbers are the out-of-sample 30%.