Asset-Class Specific Bots

danielsilvaperez / kalshi-trading-bot

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What it does

XGBoost model trained on 70k historical BTC candles via Kraken WebSocket. Dual SWING/SCALPER strategy. Kelly with volatility-regime overlay. Concurrent monitoring for stop-loss, take-profit, flash-crash, and time-to-expiry. systemd units plus a custom watchdog. Circuit-breaker events via Telegram.

What we learned from it

the dual-strategy pattern — different time horizons, different sizing, same execution — is a good way to extract value from a single underlying without doubling infrastructure. The circuit-breaker layer is non-optional for any bot that touches real money.

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