I'm building systematic trading infrastructure. Not prediction machines or vague promises — real, tested, quantified systems that make money consistently through risk management and edge execution.

For me, it's always been about process over outcome. The market rewards discipline and punishes desperation. I've spent years building conviction that algorithmic approaches — when done rigorously — outperform emotional trading by orders of magnitude.

Right now, I'm focused on Hyperliquid perps, building bots that combine macro context, on-chain signals, and market microstructure into a unified decision engine. No hype, no overselling — just the work.