XAUUSD - T-Rex and Velocirobot 🦖 (EA) #
The T-Rex and Velocirobot EA operates on the XAUUSD pair, which represents Gold versus the US dollar. XAUUSD is a globally traded market, renowned for its high volatility and liquidity. This makes it attractive to traders seeking both opportunity and challenge, as significant price swings can occur rapidly. The EA is designed to capitalize on these fluctuations, aiming to identify and execute trades based on specific market conditions.
| Feature | Description |
|---|---|
pair |
XAUUSD. This is the trading pair used by the algorithm, representing Gold versus the US dollar. |
trend |
EMA. Two exponential moving averages are used to identify the current market trend. These EMAs help determine the overall direction of price movement, signaling potential buy or sell opportunities. |
patterns |
Candle Patterns. Up to 10 candlestick patterns and price action analysis are used to identify potential reversals or continuations. These patterns provide insights into market sentiment and momentum. |
ML |
Machine Learning. Both Random Forest and Support Vector Machines (SVM) were used. These machine learning models were used to recognize complex market patterns from the set of available variables. |
Grid |
Grid Martingale. Through careful study of the historical swing movements and the symbol’s Average True Range (ATR), we maximize returns using a well-balanced martingale approach. |
Backtest |
Backtesting. The strategy was backtested using historical XAUUSD market data from 2012 using tickstory. |
Statistics #
The statistical analyses were conducted using RStudio. Detailed analyses of the backtesting can be found on this Shinny App.
Myfxbook #
Our live performance is available for viewing on Myfxbook: Apex Fintech Portfolio
XAUUSD - FVG Wizard 🧙 (EA) #
The FVG Wizard EA acts like a market magician in the volatile world of XAUUSD, where gold duels with the US dollar. This fast-paced arena, known for its sudden price swings, is where the EA thrives. Like a hawk with sharp eyes, the FVG Wizard spots Fair Value Gaps and identifies key price resistance/support levels. These price action cues are the EA’s secret portals to profit. With alchemist-like precision, it transforms these insights into golden trades, anticipating market moves and capitalizing on XAUUSD’s volatility.
| Feature | Description |
|---|---|
pair |
XAUUSD. This is the trading pair used by the algorithm, representing Gold versus the US dollar. |
patterns |
Price action. A series of candles is used to infer the sentiment and momentum of the market at certain points in time. |
FVG |
Fair Value Gaps. . The existing gaps in the market are used to identify potential price reversals or continuations. |
Grid |
Grid Martingale. Through careful study of the historical swing movements and the symbol’s Average True Range (ATR), we maximize returns using a well-balanced martingale approach. |
Myfxbook #
Our live performance is available for viewing on Myfxbook: Apex Fintech Portfolio
EURUSD - Dark Bands 💶 (EA) #
The Dark Bands (EA) is designed for the EURUSD currency pair, which tracks the exchange rate between the Euro and the US Dollar. The EURUSD is one of the most actively traded instruments in the foreign exchange (forex) market, experiencing constant price fluctuations. The EA aims to profit from price movements that significantly deviate from their normal range, as determined by Bollinger Bands and current market volume. It then executes buy or sell orders accordingly. The version deployed in live accounts seeks to capitalize on short-term price swings. However, once backtesting consistently achieves a 75%+ win rate, we will be able to engage in longer-term trades to generate ~1% profits per trade.
| Feature | Description |
|---|---|
pair |
EURUSD. This is the trading pair used by the algorithm, representing Euro versus the US dollar. |
trend |
EMA. Two exponential moving averages are used to identify the current market trend. These EMAs help determine the overall direction of price movement, signaling potential buy or sell opportunities. |
bollinger bands |
Bollinger Bands. Analysis of price movements relative to dynamically calculated volatility bands. Identifies overbought/oversold conditions and potential breakout opportunities. |
patterns |
Candle Patterns. Up to 6 candlestick patterns and price action analysis are used to identify potential reversals or continuations. These patterns provide insights into market sentiment and momentum. |
ML |
Machine Learning. Both Random Forest and Support Vector Machines (SVM) were used. These machine learning models were used to recognize complex market patterns from the set of available variables. |
Grid |
Grid Martingale. Through careful study of the Average True Range (ATR), we maximize returns using a well-balanced martingale approach for short-term profit. |
LT trade |
Swing Trading. By carefully analyzing historical swing movements, we aim to maximize returns using a 1:1 risk-reward ratio for mid-term profit ensuring an 85%+ win ratio. |
Volatility |
Volatility. This strategy uses the Dark Bands Free indicator’s volatility signal, but refines the signals with machine learning methods. |
Backtest |
Backtesting. The strategy was backtested using historical EURUSD market data from 2011 using tickstory. |
Statistics #
The statistical analyses were conducted using RStudio. Detailed analyses of the backtesting can be found on this Shiny App (Preliminary Results).
Myfxbook #
Coming soon!
