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industrial-iots

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Real-time predictive maintenance platform. Kafka streaming, LSTM + Random Forest ML, FastAPI inference with MC Dropout uncertainty, automated drift detection & retraining, multi-channel alerting, and Streamlit + Grafana dashboards. Production-grade async Python on TimescaleDB.

  • Updated Apr 5, 2026
  • Python

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