AI MetaTrader Trading Robot
AI + Trading System
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Case study
Intelligent trading robot combining CNN, LSTM, and GAN architectures with technical indicators for XAUUSD analysis.
Tech stack
MQL5MQL4CNNLSTMGANTechnical Indicators
01
The system
An algorithmic trading system for MetaTrader combining CNN, LSTM, and GAN-based models with technical indicators, forecasting on the XAUUSD (gold) market and executing through MQL5/MQL4.
02
The research behind it
The real story is methodological discipline rather than a single polished result: an independent 2026 research program tested 13 pre-registered model variants under anchored walk-forward validation with permutation-null audits, and reports both the surviving edges and the failed attempts honestly rather than presenting only a winner — see "When Most Ideas Fail" in Publications.