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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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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 2

  4. Dynamic-Simulation-Digsilent-Python- Dynamic-Simulation-Digsilent-Python- Public

    Automated power system stability studies in DIgSILENT PowerFactory with Python: load flow, N-1 contingency, short circuit, small-signal, transient, voltage and frequency stability on the IEEE 39-bu…

    Jupyter Notebook

  5. Feasibility-Study Feasibility-Study Public

    Interconnection study platform for PV + BESS plants on the Dominican SENI: pick a substation on a map and run the full Grid Code study set non-destructively in DIgSILENT PowerFactory 2024. Next.js …

    Python

  6. modom-pypsa modom-pypsa Public

    MODOM-to-PyPSA workflow for reproducible SENI operational studies.

    Python