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  1. ai4i-2020-pm ai4i-2020-pm Public

    Developed a Predictive Maintenance ML System to detect machine failures using a Random Forest Classifier, achieving 98.6% test accuracy on a 10,000-record sensor dataset.

    Jupyter Notebook

  2. cmapss1-predictive-maintenance cmapss1-predictive-maintenance Public

    Developed an automated data engineering pipeline using Pandas to clean, parse, and handle 20,000+ records of unstructured, space-separated multivariate time-series data covering 100 distinct engine…

    Python

  3. industrial-digital-twin industrial-digital-twin Public

    A physics-informed predictive maintenance software system that captures the exact physical properties of a manufacturing asset (the 2.0657 kg toggle clamp assembly modeled in Siemens NX) and proces…

    Python

  4. Industrial-Predictive-Maintenance-and-RUL-Analytics-System Industrial-Predictive-Maintenance-and-RUL-Analytics-System Public

  5. worldcup-database worldcup-database Public

    Shell

  6. flux-station flux-station Public

    FluxStation is a high-performance Industrial IoT platform that bridges the gap between mechanical hardware and software intelligence. It transforms raw sensor data from physical machinery into a 3D…

    TypeScript 1 1