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apache-beam-io

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Retail demand forecasting + analytics copilot covering 1,115 Rossmann stores. BigQuery ML ARIMA_PLUS models generate 33,450 30-day forecasts with 80% confidence intervals, benchmarked at 16.92 MAPE vs. 21.91-24.74 for baselines. FastAPI + LangChain/FAISS RAG narratives, Next.js dashboard, and 4 Tableau-ready reporting views.

  • Updated May 20, 2026
  • Python

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