Case Studies

Strategy writeups. Backtests, not vibes.

Each writeup below is a walk-forward simulation of the production ensemble on historical exchange data — fee-inclusive, confidence-gated, with the exact assumptions shown. Backtests are not live performance and do not guarantee future results.

IMAGE SLOT Simulated equity curve for the 9-model ensemble on BTC/USDT 5m candles over 12 months 960×540 · alt: "Simulated equity curve for the 9-model ensemble on BTC/USDT 5m candles over 12 months"

Crypto · Simulated

Walk-forward backtest: 9-model ensemble on BTC/USDT 5m

Twelve-month walk-forward backtest of the production ensemble on BTC/USDT 5-minute candles with bracketed stop-loss and take-profit. Fee-inclusive, confidence-gated, simulated — not live performance.

63% win rate · 1.4 Sharpe · 11% max drawdown
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Strategy writeups. Backtests, not vibes.

Walk-forward backtest: 9-model ensemble on BTC/USDT 5m