Futures market analyst since 2018 and an educator for audiences of 10,000+ traders worldwide. She focuses on market mechanics, specializing in volume, order flow, and market microstructure, combining macro context with real-time participant behavior. Her work focuses on understanding market logic and decision-making under risk — without speculation, hype, or shortcuts.
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