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voltage-kalshi
A live Kalshi volatility stack built around streaming BTC data, feature engineering, and model-driven execution with real capital on the line.
ProjectTradingLightGBMPatchTSTWebSockets
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Inside voltage-kalshi: Building a Kalshi BTC Volatility Bot
Kalshi is a regulated prediction market: the edge is forecasting volatility, not price direction. This build note covers a LightGBM and PatchTST ensemble running on live Kraken WebSocket data and deployed with real capital.
WritingWritingTrading9 min read
