Specifiche
Title: Design and Development of an Automated Forex Trading Robot Using MQL5 and Machine Learning Techniques
Abstract: This project focuses on the design and development of an automated Forex trading robot that integrates MQL5 programming and machine learning techniques. The system aims to predict market movements and execute trades automatically, minimizing human error and emotional trading. By leveraging historical data, real-time analysis, and predictive modeling, the robot enhances decision-making in Forex markets.
Objectives:
1. Develop a fully automated Forex trading robot using MQL5.
2. Integrate machine learning models for market trend prediction.
3. Implement a system capable of real-time trading decisions.
4. Incorporate risk management and trading strategies.
5. Evaluate performance using historical and live market data.
System Architecture:
Data Collection Module: Gathers historical and live market data.
Data Preprocessing: Cleans and formats data for analysis.
Machine Learning Module: Applies algorithms (e.g., Random Forest, Neural Networks) to predict market trends.
Strategy Engine: Generates trading signals based on predictions.
Execution Module: Executes buy/sell orders via MetaTrader 5.
Monitoring and Logging: Tracks trades and system performance.
Hardware Requirements:
Computer with Intel Core i5 or higher
Minimum 8GB RAM
256GB SSD storage
Stable internet connection
Optional VPS for 24/7 operation
Software Requirements:
MetaTrader 5
Python (for ML model training)
MQL5 Editor
Pandas, NumPy for data processing
Scikit-learn, TensorFlow or PyTorch for ML algorithms
Methodology:
1. Collect historical Forex market data.
2. Preprocess and engineer features relevant for prediction.
3. Train machine learning models to forecast currency price movements.
4. Evaluate models using backtesting techniques.
5. Develop MQL5 expert advisor integrating model predictions.
6. Deploy robot for live trading and monitor performance.
Risk Management Strategies:
Limit maximum risk per trade to 1-2% of account balance.
Use stop-loss and take-profit levels.
Restrict simultaneous open positions.
Daily loss limit to prevent major drawdowns.
Expected Results:
Automated, faster trade execution.
Reduced emotional bias in trading.
Predictive accuracy in short-term Forex movements.
Consistent trading performance with proper risk management.
Conclusion: Integrating MQL5 programming with machine learning techniques provides an efficient framework for automated Forex trading. This approach reduces manual intervention, optimizes trade execution, and leverages predictive analytics for improved decision-making. Continuous model evaluation and risk management remain essential to ensure profitability and system reliability.
Con risposta
1
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
2
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
3
Valutazioni
Progetti
35
23%
Arbitraggio
4
0%
/
50%
In ritardo
2
6%
In elaborazione
4
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
5
Valutazioni
Progetti
3
33%
Arbitraggio
2
0%
/
100%
In ritardo
0
Gratuito
6
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
7
Valutazioni
Progetti
1
0%
Arbitraggio
0
In ritardo
0
Gratuito
8
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
9
Valutazioni
Progetti
60
37%
Arbitraggio
15
27%
/
60%
In ritardo
2
3%
In elaborazione
10
Valutazioni
Progetti
0
0%
Arbitraggio
0
In ritardo
0
Gratuito
Ordini simili
MT5 EA Development
50 - 60 USD
Project Overview: I have a working MetaTrader 5 (MQL5) indicator (session-based range box with breakout line logic). I need this converted into a fully functional MetaTrader 5 Expert Advisor (EA), with complete entry/exit trading logic added on top. I will share the indicator file (.mq5) for reference — please replicate the exact same range/breakout calculation logic from the indicator in the EA, then add the trading
EA to trade NASDAQ
120+ USD
I'm looking for a developer that can make me an EA that uses TP / SL for NASDAQ ( NAS100 ). It should be trend following and fully customizable with a cool panel Thanks
HouseXplore FxPro EA 4.0v
40 - 150 USD
Hello team..... It is my first time to be here and to order, so if I am not doing right please advise me, I am very teachable and good listener. I am here to order EA with a name given HouseXplore FxPro EA 4.0v. The EA can use the attached indicators to work but I will explain how. I attached 1. Bykov Trend Signal Arrows and the EA should use this indicator to open trades but Imputs on the TrendAlert indicator should
I want to develop a custom trading indicator based on the functionality shown in a YouTube video and the indicators available on a website that I will provide. The main indicators/features I want to replicate or develop are: Volume Profile – Display volume distribution at different price levels, including key levels such as POC, VAH, and VAL where applicable. Order Flow – Analyze buying and selling activity at each
An Expert Advisor Based On swing breaks and AMD
30 - 200 USD
Swing Breaks & AMD Expert Advisor The Swing Breaks & AMD Expert Advisor is an automated trading system designed around two core market-structure concepts: Swing Breaks and the AMD (Accumulation, Manipulation, Distribution) model . The EA is designed to analyze price action, identify meaningful swing structures, detect potential breaks of those structures, and evaluate the surrounding market behavior for possible AMD
I'm looking for a swing trading EA that takes 1-3 trades / week, holds these positions from a few days up to about 1.5 weeks. Symbol : any Strategy : any Timeframe : any Platform : MT4 only The catch : you would need to come up with the STRATEGY AND do the CODING The must have's : c onstant monthly returns, low drawdown I will backtest the trial version of your .ex4 file for 20+ years with 99.9% tick data accuracy
I'm a ninja trader day trader and I have worked with a company called Legendary Trader and use their indicated and automated strategies to trade. I rencenly have been playing with a free indicator I was able to download that uses CCI & ATR calculations to define the market being in an up or down trend. I have found in reviewing historical data that taking a trade when the signal flips from bull to bear sentiment or
PROJECT OVERVIEW I need a production-grade, modular Expert Advisor for MetaTrader 5 built to institutional coding standards. This is not a simple indicator-crossover bot. The system must be object-oriented, fully commented, and structured so individual modules can be replaced or disabled without breaking the build. Broker: IC Markets Raw. Primary symbol: XAUUSD. Secondary validation: EURUSD, GBPUSD, USDJPY, AUDUSD
Hi, do you have a proven EA for MT5, suitable for live accounts and prop firms, including the Brazilian market? I’m looking for ready, tested EAs. Can you send a backtest or demo? Please if you do have and can send me nacktest or demo you should Message me
Access and confidentiality restrictions: You will receive only a separately named copy of the Commander . Existing trading EAs, presets, account credentials, Telegram credentials and proprietary entry/exit code will not be shared. The Commander intelligence must be developed using: Defined signal/input interfaces Anonymized historical logs and replay data Mock EA signals and test harnesses Documented authority and
Informazioni sul progetto
Budget
50+ USD
Scadenze
da 1 a 30 giorno(i)