⚠️ Most trading education sells signals. I teach you to build the system — then I review your code.
👤 Ex-macro quant. MSc ML. PE & investment banking. Methodology ran live for 4 years — Sharpe 1–1.5, two-thirds less volatility (S&P: ~0.7).
🏆 10+ members funded. 70% challenge pass rate. Industry average is single digits.
The real product:
🔍 You submit your backtest, I find the leak — lookahead bias, inflated Sharpe, bad annualization — before it costs you real money. Every notebook, personally.
Also inside:
⚙️ Factor methodology from first principles — momentum, value, regime
🐍 Python backtesting framework — you own it
🤖 Zero-to-code bootcamp + AI coding manual
🔬 ML lectures from a PhD physicist
No signals. No lambos. Arithmetic, evidence, review.
💰 $41/mo until 350 members. My review time doesn't scale — the price rise protects quality for the people already in. Join now, keep your rate forever.
🔒 Cancel anytime.