Algorithmic Strategy Environment

Quantitative Trading Lab

Interactive strategy simulator, MetaTrader 5 bot architecture, and quantitative risk modeling.

Strategy Parameters

Adjust risk model and execute live backtest.

Win Rate (%) 58%
Reward-to-Risk (R:R) 2.4 : 1
Simulated Trades 100 Trades
EQUITY CURVE SIMULATION Sub-Second Vectorized Sim
FINAL RETURN
+48.2%
MAX DRAWDOWN
-6.4%
PROFIT FACTOR
2.28
EXPECTANCY
+0.97R

MetaTrader 5 Python IPC

24/7 automated daemon connecting to terminal socket IPC. Handles real-time tick streaming and order placement with sub-45ms execution latency.

Dynamic Lot Sizing

Sizing lots mathematically per trade based on account equity risk percentage and stop-loss ATR distance to maintain steady risk.

Hard Circuit Breakers

Automated account protection: locks further execution if maximum daily drawdown threshold is breached during high-impact market news.