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Benchwarmer

A C++ NBA prediction engine, backtested on historical games and wired to the Kalshi API.

Solo · 2026 · Solo

Source

Demo walkthrough coming soon

Why I built it

I wanted to treat NBA games the way a quant treats any market, with a model instead of gut calls. I built the engine in C++, backtested it against historical games, and wired it to the Kalshi API so the forecasts meet real prices.

Stack

  • C++
  • XGBoost
  • Kalshi API
  • Python
QuantML/AIData
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