About
FinSentinal is a proof-first algorithmic trading system. The track record is public. The methodology is documented. The tools are open source.
Built from scratch.
Running live.
FinSentinal started in 2022 as a manual XAUUSD breakout strategy. Over two years it became a fully automated Python system with walk-forward validation, daily parameter optimization, and live execution on MetaTrader 5.
It has been running continuously since July 2024. Every trade is tracked publicly on Myfxbook. The5ers Phase 1 passed February 2026. Phase 2 is active now.
The methodology
Every day the system optimizes over recent price history. Parameters are selected from out-of-sample validated windows — not curve-fitted to past data.
H1 entries with M1 confirmation and trend filters. Every trade has a defined stop loss and take profit. No discretion, no manual overrides.
All trades tracked on Myfxbook with account type labeled. Results are never reconstructed. The source link is always visible.
Tools built for the system
Three public tools on GitHub and PyPI.
Walk-forward validation framework with parameter stability scoring and WinnerScore ranking.
Market microstructure and execution pipeline. L2 order book ingestion, signal generation, execution components.
Backtest vs live consistency auditing. Detects parameter drift and P&L deviation between environments.
For signals, automation enquiries, or questions about the system.