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sierraporta/README.md

Hi there 👋

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👋 Hello! I'm David Sierra Porta I'm a researcher, professor, and enthusiast in data science, artificial intelligence, and astrophysics. My work focuses on analyzing spatial, environmental, and complex network data using machine learning, deep learning, and advanced statistical models.

🔬 Areas of Interest: Data science applied to astrophysics, space weather, and cosmic rays. Complex network analysis and topological data analysis. Environmental pollution modeling and climate change studies. Prediction of solar and geomagnetic events. AI applications in scientific research

💻 Technical Skills: Python (NumPy, Pandas, Scikit-Learn, TensorFlow, NetworkX, SciPy, Matplotlib). Machine learning and time series analysis. Spatial and geospatial data modeling. Scientific image analysis

📚 Projects & Publications: I enjoy sharing code, methodologies, and scientific experiments in this repository. If you are interested in data science and its applications in various fields, take a look at my projects, and let's collaborate!

🚀 Let's Connect! If you have an idea or would like to discuss data science and its applications, feel free to reach out. Always open to new collaborations!

⚡ Fun fact: I'm a huge fan of Tolkien...

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  1. sierraporta.github.io sierraporta.github.io Public

    It is my personal web page

    SCSS 1

  2. Image-Visibility-Graph-Algoritm-Implementation Image-Visibility-Graph-Algoritm-Implementation Public

    Image visibility graphs (IVGs) in Python involve mapping scalar fields, such as image pixel intensities, into a graph structure where nodes represent pixels and edges represent "visibility" between…

    Jupyter Notebook 1

  3. data_science_course_UTB data_science_course_UTB Public

    Material para el curso de Ciencia de Datos y Análisis de Datos

    Jupyter Notebook 3 1

  4. GRUPLAC-Extractor GRUPLAC-Extractor Public

    Este script está pensado e ideado para obtener y minar datos de publicaciones a partir de los records guardados y reportados en la plataforma GRUPLAC Colciencias

    Jupyter Notebook 1

  5. Scopus-Metrics-UTB Scopus-Metrics-UTB Public

    Este notebook tiene como objetivo generar un algoritmo que permita obetener tablas resumen de estadísticas para investigadores de la Universidad, en términos de sus productividades e investigacione…

    Jupyter Notebook 1

  6. Analisis-Resultados-de-Aprendizaje-y-Perfiles-ETD-UTB Analisis-Resultados-de-Aprendizaje-y-Perfiles-ETD-UTB Public

    Análisis automatizado de la coherencia y alineación entre perfiles de egreso y resultados de aprendizaje en programas de la Escuela de Transformación Digital de la UTB

    Jupyter Notebook 1