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Thoughts on ML, AI, markets, and building things.

2026-02-25·8 min read

How I Built an ML Stock Predictor with 68.7% Accuracy

A deep dive into building a 3-model ensemble (XGBoost + LightGBM + CatBoost) that predicts S&P 500 stock movements using 33 engineered features and walk-forward validation.

Machine LearningPythonFinance
2026-02-20·5 min read

AI Tools I Use Daily to 10x My Productivity

A practical guide to the AI tools that have transformed my workflow — from coding with Claude to automating content creation.

AIProductivityTools

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