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FCornielle/README.md

Fernando Cornielle

Power Systems Data Scientist | Electromechanical Engineer
Renewable Energy • BESS • Grid Studies • Machine Learning • MLOps

I work at the intersection of power systems engineering and data science, building analytical and ML-driven tools for:

  • Renewable energy integration
  • Battery Energy Storage Systems (BESS) planning and operation
  • Grid studies and contingency analysis
  • Energy dashboards and decision-support systems

My work combines Python, DIgSILENT PowerFactory, Azure, Power BI, and modern MLOps pipelines.

🚀 Featured Projects

🛠️ Tech Stack

  • Languages: Python, SQL, R
  • Data & ML: pandas, numpy, scikit-learn, TensorFlow, PySpark
  • Power Systems: DIgSILENT PowerFactory, SDDP, Grid Studies, BESS
  • Cloud & MLOps: Azure (ADF, ML, Functions), GitHub Actions, Azure DevOps
  • Visualization: Power BI, matplotlib
  • GIS: QGIS

📫 Contact

Pinned Loading

  1. energy-generation-prediction-dashboard energy-generation-prediction-dashboard Public

    Dashboard para la predicción de generación de energía con Power BI y Azure.

    Jupyter Notebook

  2. Energy-Dashboard-CI-CD-Project Energy-Dashboard-CI-CD-Project Public

    This project implements a complete Energy Dashboard system with CI/CD (Continuous Integration/Continuous Deployment) for monitoring and predicting solar energy generation. The system integrates met…

    PowerShell

  3. MaxRenewCap MaxRenewCap Public

    Automates large-scale contingency analysis using DIgSILENT PowerFactory to assess the maximum renewable generation capacity that can be injected at substations, helping optimize grid integration an…

    Jupyter Notebook 1

  4. Instagram_Social_Media_Analysis_DR Instagram_Social_Media_Analysis_DR Public

    Comprehensive analysis of Instagram comments from major Dominican accounts with **advanced Dominican Spanish sentiment analysis**, emotion detection, toxicity classification, and engagement metrics.

    Jupyter Notebook

  5. santo-domingo-restaurant-reviews-nlp santo-domingo-restaurant-reviews-nlp Public

    Santo Domingo restaurant data pipeline: daily collection, Spanish NLP on reviews, and interactive market insights by cuisine, price, and neighborhood.

    Jupyter Notebook