$1,000,000 ML Portfolio

An end-to-end machine learning experiment: forecast next-day market direction, trade on paper, and measure the result against buy-and-hold.

The model underperformed a simple SPY buy-and-hold over this window after costs. That outcome is part of the story — short-term market timing is hard once you remove lookahead bias.