Most retail trading systems fail because they’re not built to survive regime change.

I’m a former quant analyst at a global bank with experience in private equity, investment banking, and 7+ years in live markets.

The systematic frameworks I teach are designed to generate alpha while minimizing model decay and have remained effective for over 3 years.

The emphasis is robustness over complexity/simple by design, difficult to replicate, and teachable across skill levels.

All methods are grounded in academically documented research rooted in CAPM-outperformance theory and institutional risk principles.

👉 24/7 access to code review and technical Q&A
👉 Private Discord for serious system builders
👉 Built to eliminate common retail mistakes and wasted capital
👉 Frameworks that improve decision-making across market regimes

👉 Master’s in Machine Learning, Bachelor’s in Accounting & Finance. This is structured instruction and system design — not signals