Automated XAU/USD Trading Engine
Autonomous algorithmic trading with institutional-grade risk management. Self-hosted. Prop firm compliant. Always on.
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End-to-end automated trading pipeline. Signal generation, order execution, position management, and risk control — no manual intervention required.
Built from the ground up to meet prop firm rules. Trailing drawdown limits, daily loss caps, and trade velocity controls are enforced at the engine level.
Runs on dedicated infrastructure with full control over data, latency, and uptime. No third-party signal services or cloud dependencies in the critical path.
The next-generation strategy in active development. ARIA extends Nikita's autonomous architecture beyond XAU/USD into broader markets — same risk-first DNA, wider edge surface.
When ARIA goes live, signals will be delivered to a private Telegram group. Get on the list to be among the first invited.
Market microstructure analysis. Identify recurring liquidity sweep patterns in XAU/USD across London and New York sessions using tick-level data.
Multi-year historical validation on tick-level data. Every signal, fill, and exit is simulated with realistic spread and slippage models.
Optuna TPE hyperparameter tuning with walk-forward analysis. Parameters are smoothed via Kalman filtering to avoid overfitting to past regimes.
Out-of-sample testing, Monte Carlo simulation, and regime stress tests. Strategy must pass live simulation with bit-identical results before promotion.
Dockerized engine with 12 circuit breakers, prop firm compliance enforcement, and graduated risk tiers. Zero-downtime deploys with state preservation.
Real-time dashboard, Telegram alerts, and automated safety gates. Continuous regime detection feeds back into parameter adaptation.
When the private signals group goes live, you'll be among the first invited. No spam, no upsell — just the heads-up.
We'll reach out via Telegram () when the signals group is live. Until then, watch the live performance above.