PersonalIn progress

Benchwarmer

A C++ NBA prediction engine — backtested on historical games and wired to the Kalshi API to bring quantitative reasoning to sports markets.

Solo · 2026 · Solo

Source

Demo walkthrough coming soon

Why I built it

I've followed the NBA and been drawn to prediction for as long as I can remember, and I wanted to treat it the way a quant treats any market — with an actual model instead of gut calls. So I brought benchwarmer to C++, built the prediction engine, backtested it against historical games, and wired it up to the Kalshi API so the forecasts meet real prices. That's the through-line: bringing quantitative reasoning to sports.

Stack

C++
XGBoost
Kalshi API
Python

QuantML/AIData

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