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ChozhanM/earnings-call-analyze

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App README

Earnings Call Analyzer

NLP-driven directional classifier on S&P 500 earnings-call transcripts, served as a FastAPI + Streamlit app.

  • —Paste a transcript → get FinBERT sentiment, hedge-word density, forward-guidance score
  • —Long/short signal based on LightGBM probability (walk-forward CV trained on 33k calls)
  • —Backtest endpoint returns hit-rate, Sharpe, and max drawdown vs SPY

Source code: https://github.com/ChozhanMurugan/earnings-call-analyzer