About
FinSentinal is a proof-first algorithmic trading project. The track record is public, account type is labeled, and the source links stay visible.
Built from scratch.
Publicly tracked.
FinSentinal started in 2022 as a manual XAUUSD breakout strategy. Over two years it became an automated Python + MT5 system with walk-forward validation, daily parameter review, and rule-based execution.
It has been publicly tracked since July 2024. The XAUUSD proof is labeled as a demo account, source-linked on Myfxbook, and supported by a separate The5ers discipline lane.
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. The operating goal is discipline, not discretionary noise.
The public XAUUSD summary links back to Myfxbook with the account type labeled. The website summarizes; the source page remains the source of record.
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.