after realizing that Python couldn’t handle my speed requirements, I started using Python only as a bridge and used JavaScript to build the Renko candles.
Hassan Safari
Hassan Safari is a Forex trader, financial risk manager, and full-stack trading systems developer specializing in brokerage infrastructure and algorithmic trading. With hands-on experience in Forex brokerage operations, he works on risk management, liquidity monitoring, and MetaTrader 5 (MT5) server administration. Hassan develops automated trading tools and investment platforms using Python, JavaScript, and PHP, combining financial market expertise with advanced technical execution. His work focuses on building secure, scalable, and risk-optimized trading environments for brokers and investors.
a lightweight simulator that shows how trading more often can reduce performance when your edge degrades, even if your strategy looks profitable on paper
The Equity Curve Stress Tester (“Brutal Reality” Tool) is a Monte Carlo simulator that shows how a strategy behaves when trade outcomes arrive in different orders.
Compounding Growth Reality Calculator is built for traders who want realistic expectations, not fantasy equity curves. Instead of assuming a smooth “average return,” it models what actually happens when wins and losses arrive in random order while position size compounds.
a practical risk-management tool designed to help traders understand one of the most underestimated forces in trading: consecutive losses