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hugosouto/README.md

Welcome to GitHub!

I'm Hugo Souto, a former long-distance triathlete committed to bringing focus and discipline to data science and machine learning.

Expertise

  • 🔎10+ years in fraud analysis and detection in public procurement
  • 💡MBA in Business Innovation at UFCG/PaqTcPB
  • 🎓MSc in Information Sciences at UFPB with research in the irregular use of bidding bots in public procurement
  • 🎯5+ years as a Data Scientist at ComprasGov, the official procurement system of the Federal Government of Brazil
  • 🤖Product Owner of 2 AI projects for the Federal Government of Brazil

Specializations

Languages, Databases & Clouds

  • Python
  • SQL
  • PostgreSQL
  • Microsoft SQL
  • Microsoft Azure AI
  • Databricks Azure

Data Science

  • Jupyter Notebook
  • Pandas
  • Numpy
  • Matplotlib
  • Seaborn

Machine Learning Frameworks

  • Scikit-Learn
  • TensorFlow
  • PyTorch
  • Keras
  • MLflow

Data Engineering, Prototyping & ML Engineering

  • Airflow
  • Docker
  • Streamlit

Data Vizualization & Analytics

  • Google Looker
  • Qlik Sense
  • Power BI
  • Tableau

Tools

  • VS Code
  • GitHub

Pinned

  1. hackerrank-challenges hackerrank-challenges Public

    This repository provides solutions for various challenges in the domains of Algorithms, Artificial Intelligence, Data Structures, Mathematics, and Python programming language from the HackerRank pl…

    Python 1

  2. comprasgov-daas-sql-queries comprasgov-daas-sql-queries Public

    This repository is intended to store and share useful SQL queries for the ComprasGov systems' databases on SERPRO's DaaS.

    PLpgSQL 1 1

  3. azure-comprasgov-poc-desert-item azure-comprasgov-poc-desert-item Public

    Transformations and preprocessing of data to run Azure AutoML on evaluating machine learning models to predict whether a bidding item registered in purchases from ComprasGov systems will not have i…

    Jupyter Notebook

  4. python-snippets python-snippets Public

    This is my personal repository of Python snippets. Here, I share useful pieces of code that I have used or developed during my Python learning journey.

    Python

  5. coursera-math-for-ml-and-ds-specialization coursera-math-for-ml-and-ds-specialization Public

    An extensive collection of notebooks, code samples, and exercises focused on mastering the Mathematics for Machine Learning and Data Science Specialization on Coursera by DeepLearning.AI.

    Jupyter Notebook

  6. coursera-microsoft-azure-ds-specialization coursera-microsoft-azure-ds-specialization Public

    This repository contains notebooks and files for the Coursera Microsoft Azure Data Scientist Associate (DP-100) Professional Certificate.

    Jupyter Notebook 1