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  1. Motor_Failures_Prediction Motor_Failures_Prediction Public

    [3] The most similar motor you've seen before - already failed.

    Jupyter Notebook

  2. MR_Multi_Factor_Process_Impact MR_Multi_Factor_Process_Impact Public

    [8] Schedule what you can't measure - by estimating it.

    Jupyter Notebook

  3. XGBoost_Advanced_Scrap_Prediction XGBoost_Advanced_Scrap_Prediction Public

    [12] When 12 variables interact to produce a defect - use XGBoost

    Jupyter Notebook

  4. Kmeans_Runaway_Risk Kmeans_Runaway_Risk Public

    [15] No labels. No rules. The reactor told us what was there.

    Jupyter Notebook

  5. VS-Health-Intelligence VS-Health-Intelligence Public

    Spatial MTBF/MTTR analytics dashboard for manufacturing operations. Interactive layout floor heatmap, monthly trend analysis, ML-based predictive simulation, and component-level root cause with pre…

    Python

  6. oee-intelligence oee-intelligence Public

    Full-stack manufacturing analytics — OEE dashboard, 7 ML models, REST API, Telegram bot, and natural language queries. Built phase by phase from CSV to AI.

    Python