Algorithmic trading bot using MetaTrader 5, SMA crossover strategy for EUR/USD with automated order execution and risk management.
01. The Challenge
The client needed to automate a proven manual trading strategy (SMA crossover) on the EUR/USD pair to eliminate emotional trading errors and capitalize on 24/5 market movements.
02. The Solution
Engineered a robust Python bot interfacing directly with MetaTrader 5. Utilized Pandas and NumPy for rapid ingestion and analysis of historical tick data. Implemented strict risk management protocols, including dynamic stop-loss and take-profit calculations.
03. The Result
Successfully automated the entire trading pipeline, achieving consistent execution speeds and allowing the client to backtest and deploy capital with strictly enforced risk thresholds.