ForexExperts
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Algorithmic & AI Trading

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Machine Learning & AI Models

Backtesting & Automation

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Paper Trading Pitfalls: When a Winning Backtest Fails Live — and How to Fix It

Why paper trading/backtests often fail live—slippage, execution gaps, overfitting and drift. Practical fixes: realistic cost models, walk‑forward tests and continuous monitoring.

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Backtesting Multi‑Asset, Multi‑Timeframe Strategies for FX–Crypto Pairs

Backtesting multi‑asset FX–crypto strategies: pick tick‑level & on‑chain feeds, model slippage/fees, run walk‑forward validation and stress tests.

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Building a Robust Forex Backtest Pipeline with Live Data Feeds and Slippage Modeling

Build a production-grade FX backtest pipeline with tick feeds, FIX/WebSocket ingestion, realistic slippage models and walk‑forward validation & audit logs.