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alfa7g7/README.md

Data Science & AI Banner

Hi there! I'm Fabián Salazar Figueroa 👋

Electronic Engineer | MSc. Data Science | MSc. Artificial Intelligence (in progress)

Rise and rise again until lambs become lions

🚀 About Me

AI/Data Animation

I'm an Electronic Engineer passionate about Data Science and Artificial Intelligence. Currently, I'm pursuing a second Master's degree in AI, diving deeper into emerging technologies to solve complex problems and transform data into valuable solutions.

🛠️ Core Skills

  • Languages: Python, SQL, C, C++, C#, JavaScript
  • Data Science: Machine Learning, Deep Learning, Statistics, Data Visualization
  • Tools & Frameworks: Jupyter Notebook, Pandas, Numpy, Dask, Scikit-learn, TensorFlow, Pytroch, FastAPI, Docker
  • Other Areas: Image Processing, Data Analytics, Automation, ETL

🌟 Featured Projects

  • Object Localization and Identification Project
    Object identification and bounding boxes using machine learning.

  • Titanic Predictor API
    Titanic survival prediction API with FastAPI and Docker. ML model, Swagger UI documentation, and ready for deployment.

  • Analytics Fundamentals I
    Medical data analysis project focused on Polycystic Ovary Syndrome (PCOS).

  • Predicting-Patient-Charges End-to-end MLOps project implementing machine learning pipeline to predict patient insurance charges. Built with PyCaret for automated ML, Flask web app, Docker containerization, Azure cloud deployment, and GitHub Actions CI/CD. Includes comprehensive testing, documentation, and live production environment.

Note: Explore more of my projects. You can see them all at github.com/alfa7g7?tab=repositories

🌱 I'm currently learning

  • Advanced Deep Learning Architectures (e.g., Transformers, GANs)
  • MLOps practices for robust model deployment and monitoring
  • Reinforcement Learning applications

📫 Connect with Me

  • LinkedIn
  • Kaggle
  • GitHub

Thanks for visiting my profile! 🚀

Pinned Loading

  1. notebooks Public

    Forked from roboflow/notebooks

    This repository offers a comprehensive collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-e…

    Jupyter Notebook

  2. awesome-generative-ai-guide Public

    Forked from aishwaryanr/awesome-generative-ai-guide

    A one stop repository for generative AI research updates, interview resources, notebooks and much more!

  3. MCD-Infrati/etlproject-infratech_24 Public

    etlproject-infratech_24 created by GitHub Classroom

    Jupyter Notebook 2

  4. Proyecto-localizacion-identificacion-objetos Public

    Proyecto para identifiación de objetos y sus bboxes

    Jupyter Notebook 2

  5. Procesamiento-en-la-nube-Anomalias-con-deequ Public

    Jupyter Notebook 1

  6. predicting-patient-charges Public

    End-to-end MLOps project implementing machine learning pipeline to predict patient insurance charges. Built with PyCaret for automated ML, Flask web app, Docker containerization, Azure cloud deploy…

    Python 1