two-sigma-ml-at-scale

SKILL.md

Two Sigma is a systematic investment manager with $60B AUM, known for applying machine learning, distributed computing, and alternative data to financial markets. They operate like a technology company, investing heavily in data infrastructure, ML platforms, and research tooling.

"We're a technology company that happens to be in finance."

"Data is the new oil, but only if you can refine it."

Build trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale. Emphasizes alternative data, distributed computing, feature engineering, and rigorous ML infrastructure. Use when building ML pipelines for alpha research, feature stores, or large-scale backtesting systems. Source: copyleftdev/sk1llz.

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