Over the past years I have designed, tested and run multiple automated trading systems on live capital. Like many developers, I experimented with different approaches early on, including grid and martingale based systems. Some performed well for a period of time, but over the long run they proved too fragile under real market conditions.
That experience shaped how I build strategies today.
I don't believe in "THE PERFECT" systems. Even the best strategies will have losing days, weeks or sometimes months. My goal is not short-term performance, but long-term stability and controlled risk.
Most of my current research and development focuses on Gold (XAUUSD) and volatility-driven systems.
Development updates and live signals are shared on this profile.
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