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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 Loading

  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 3

  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