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work-orders

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An end-to-end data engineering pipeline project that processes and analyzes Maintenance Work Orders using Mage, Docker, Google BigQuery, MariaDB, and Looker Studio. It features a seamless integration of cloud and open-source tools for scalable data storage, transformation, and visualization.

  • Updated May 23, 2025
  • Jupyter Notebook

An open-source, reproducible framework for labelling maintenance logs from wind farms based on free-entry descriptors and benchmarking Large Language Models (LLMs) in this task. The repository is from a study evaluating proprietary and open-source models on performance, cost, and calibration to support data-driven O&M in the wind energy sector.

  • Updated Sep 9, 2025
  • Jupyter Notebook

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