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luiskike/README.md

Luis

I build ATLAS, a multi-agent research system that looks for a tradeable edge in Nasdaq-100 futures — and, so far, honestly reports that it hasn't found one.

  • 11 analysis agents and 5 pluggable strategies, trading autonomously on an Interactive Brokers paper account, unattended for weeks at a time
  • A statistical validation harness — bootstrap confidence intervals, permutation tests, walk-forward — gates every strategy before real money is allowed near it
  • Negative results are published, not hidden: profit factor ≈ 1.0 on directional OHLCV signals across 8 years of tick-derived data

Featured project: trading-agents — the full system: execution engine, agents, validation harness, and desktop / web coaching apps built on top of it.

Python · TensorFlow · scikit-learn · XGBoost · pandas · SQLite · Starlette · Interactive Brokers API · Databento

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