hugosouto / comprasgov-modo-disputa-obras

Analytical study on dispute modes for construction items on ComprasGov.

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

• Specializating at Mathematics for Machine Learning Data Science by DeepLearning.ai
  • Linear Algebra for Machine Learning and Data Science
• Specializating as Microsoft Azure Data Scientist Associate
  • Create Machine Learning Models in Microsoft Azure
  • Microsoft Azure Machine Learning for Data Scientists

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