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macedoestevaof/README.md

Welcome 👋 I'm Estevao 🤓 🏳️‍🌈

I am a data scientist and researcher in social sciences. In summary I work with Python and SQL.

Feel free to explore my repositories and reach out if you have any questions or collaboration ideas. Below, you can see the path I've taken so far in my career.

Academic Background 🎓

I hold a Bachelor's degree in Social Communication. Currently, I’m pursuing a Master's degree in Complex Systems Modeling at the University of São Paulo.

Science Activity 💻 🔬

My research explores and identifies social phenomena from the manipulation of big data. I design algorithms in Python and SQL to apply data science techniques aimed at understanding scientific migration and the resulting structure of complex networks.

Developer Toolbox 🔧

Data Science 🎲

  • Python
  • Pandas
  • NumPy
  • scikit-learn
  • Matplotlib
  • PyPi
  • Google Cloud
  • Google Colab
  • Microsoft Excel

Front End 🎨

  • HTML5
  • CSS3
  • JavaScript
  • Markdown
  • Figma
  • Adobe Photoshop
  • Adobe Illustrator

Version Control 🌵

  • Git
  • GitHub

More Career Highlights ✨

  • Experience: 6+ years of experience in Tech & Communications.
  • Leadership: Successfully led multidisciplinary teams.
  • Big clients: Contributed to strategic projects for Sabesp, São Camilo, and Grupo Ânima Educação.
  • Product growth: Led marketing for a startup, applying product thinking to support sustainable growth.

Let's Connect! 💬

I’m fluent in Portuguese and have an advanced level of English.

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  1. crowdfunding_projetcs_modeling crowdfunding_projetcs_modeling Public

    Predictive analysis using RL, DT, and RF models to forecast the success of crowdfunding projects at launch, with RF yielding the best performance.

    Jupyter Notebook 1