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AdriARE/README.md

Adrián Rodríguez Estévez

Data Scientist with an engineering background and professional experience in complex operational environments, particularly within large-scale wind energy and industrial projects.

I focus on building analytical and machine learning solutions end-to-end, including data preparation, feature engineering, model validation and deployment-oriented outputs.


Technical Interests

  • Machine Learning
  • Data Analysis
  • Feature Engineering
  • NLP & Sentiment Analysis
  • Time-Aware Modeling
  • Applied Data Science

Tech Stack

Languages & Data

Python • SQL • Pandas • NumPy

Machine Learning & AI

Scikit-learn • TensorFlow • PyTorch

Data & Development Tools

Git • GitHub • APIs • Streamlit • Web Scraping


Background

My professional experience includes project and site management roles in large-scale wind farm construction projects across Spain and Brazil, working under uncertainty, operational constraints and high-impact decision-making environments.

This background strongly influences my approach to data science, particularly in modeling complex systems and real-world problem solving.


Current Focus

Actively seeking remote opportunities as a Data Scientist or Data Analyst, with particular interest in projects involving real-world systems, energy, and applied machine learning.

Pinned Loading

  1. windops-ai-copilot windops-ai-copilot Public

    AI-powered operational copilot for wind turbine fleets: anomaly detection, risk scoring and action planning from SCADA data

    Jupyter Notebook

  2. final-project final-project Public

    Forked from cbadil12/final-project

    FINAL PROJECT - Data Science & Machine Learning

    Jupyter Notebook

  3. AdriARE_proyecto-arbol-de-decision AdriARE_proyecto-arbol-de-decision Public

    Forked from 4GeeksAcademy/AdriARE_proyecto-arbol-de-decision

    Prediccion de diabetes mediante arbol de decisión

    Jupyter Notebook

  4. AdriARE_proyecto-DL-01-clas-imagenes AdriARE_proyecto-DL-01-clas-imagenes Public

    Forked from 4GeeksAcademy/AdriARE_proyecto-DL-01-clas-imagenes

    Poryecto clasificacion de imagenes usando un modelo RNA

    Jupyter Notebook

  5. AdriARE_proyecto-app-web-ML-Streamlit AdriARE_proyecto-app-web-ML-Streamlit Public

    Prediccion de obesidad mediante random forest y app web Streamlit

    Jupyter Notebook

  6. AdriARE_poryecto-deep-learning-RNA AdriARE_poryecto-deep-learning-RNA Public

    Forked from 4GeeksAcademy/AdriARE_poryecto-deep-learning-RNA

    Proyecto clasificador de imagenes mediante RNA

    Jupyter Notebook