Algorithmic & AI Trading Research Lab
Independent, in-depth research and reviews on MetaTrader 5 Expert Advisors, machine learning strategies, walk-forward validation, and execution mechanics.
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AI & Machine Learning Trading
ML and AI approaches to trading: neural networks (LSTM, transformers), reinforcement learning agents, feature engineering, train/test discipline, and the realistic limits of LLMs and AI for retail traders.
Algorithmic Trading Theory & Practice
Core algo trading strategies and metrics: mean reversion, momentum, arbitrage, market making, performance measurement (Sharpe, Sortino, drawdown), execution and slippage, leverage mechanics.
Forex Broker Tech & Infrastructure
What sits between your strategy and execution: VPS choice, network latency, broker types (ECN vs STP vs market maker), spread/commission trade-offs, regulator landscape (FCA, CySEC, ASIC, NFA), MT5 vs cTrader.
MetaTrader 5 Expert Advisors
Practical guides for building, backtesting, optimizing, and deploying MT5 EAs. Covers Strategy Tester, walk-forward, parameter overfitting, tick data, and real-broker execution mechanics.
Risk Management & Backtest Pitfalls
Defensive education: position sizing (Kelly, fixed fractional), drawdown control, leverage, overfitting + look-ahead bias detection, survivorship bias, regime changes that break backtested strategies.
Trading Bot Reviews & Comparisons
Honest, evidence-based reviews of forex EAs and trading bots. Compares vendors on real-world performance (Myfxbook / FX Blue verified), pricing, support, and refund policy. Identifies common scam patterns.
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