Year Roadmap: Building a Systematic Trading Foundation



Here's what I'm focused on this cycle. First up—strengthen the economics backbone. Both macro and micro fundamentals matter when you're analyzing market flows and individual asset movements. Can't trade what you don't understand.

Then there's the math layer. Algebra and statistics aren't just academic—they're your toolkit for systematic trading. Need them to backtest, validate signals, and avoid curve-fitting traps that most retail traders fall into.

On the capital side, the goal is straightforward: hit and hold $200k+ in funded capital. This isn't about ego; it's about scale and sustainable income from actually executing the strategy.

Lastly, building community. Taking X to 5k, expanding Telegram to 1k members, and launching YouTube content. The idea is simple—share what works, document the process, and help others avoid the expensive lessons. Trading shouldn't be this lonely.
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