Platform Used: Freqtrade (www.freqtrade.io/en/stable/)
Strategy Core: EMA Crossing, enhanced with Machine Learning for backtesting and strategy improvement.
Entry Conditions:
1. EMA Crossing Types:
- Weak/Early Long Buy: 5 EMA crosses 12 EMA upwards.
- Regular Long Buy: 5 EMA crosses 19 EMA upwards.
- Confident Long Buy: 12 EMA crosses 19 EMA upwards.
- Similar logic for short/selling signals.
2. Main Action Trigger:
- Long Position: When 12 EMA crosses 19 EMA upwards.
- Short Position: When 12 EMA crosses 19 EMA downwards.
3. Movement Strength Indicator:
- Strong: Crossing on the candle's body.
- Medium: Crossing on the candle's shadow.
- Weak: Crossing outside the body and shadow.
4. Additional Conditions for Position Strength:
- Engulfing candle patterns.
- Candle position relative to EMAs.
- Price action signals (e.g., Break of structure, Rejection block, Order block).
5. Take Profit and Stop Loss Conditions:
- Based on additional signals and EMA crossing in previous timeframes.
- Special conditions for stronger or weaker signals.
6. EMA Details:
- Three EMAs: 5, 12, 19 (adjustable).
- Focus on EMA crossover proximity to candles.
Tools for Further Development:
- TradingView Script: Super OrderBlock FVG BoS Tools by makuchaku eFe (tradingview.com/script/aZACDmTC-Super-OrderBlock-FVG-BoS-Tools-by-makuchaku-eFe/)
The strategy aims to leverage EMA crossovers to predict market movements, supplemented by additional signals for increased accuracy. The goal is to create a robust system that uses both technical indicators and machine learning for efficient trading.
This job is already closed and no longer accepting applicants, sorry.
