Hugo Souto's Portfolio

Intro

Hi, I'm Hugo Souto, a seasoned data scientist and former long-distance triathlete, committed to bringing focus and discipline to Data Science. With 8 years of managerial experience and over 5 years in data science, I've mainly worked as a Senior Data Scientist at ComprasGov, the official procurement system of the Federal Government of Brazil.

My expertise covers end-to-end data pipelines, from data engineering with multiple sources, to specialized data analysis for high-level management at the Ministry of Economy of Brazil. I am also experienced at dashboard development to comply with national transparency and regulations.

In recent years, however, I've been focused on leading significant machine learning projects, one of which was proposed and is being developed by me using Microsoft Azure AI. Here you can check out some of my work.

Work

Skills

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

Data Engineering, Prototyping & ML Engineering

• Airflow
• Docker
• Streamlit

Data Vizualization & Analytics

• Google Looker
• Qlik Sense
• Power BI
• Tableau

Tools

• VS Code
• GitHub

Posts

Please, check my posts at my Medium Blog.

About

I'm a seasoned data scientist and former long-distance triathlete, committed to bringing focus and discipline to the field of machine learning. With 8 years of managerial experience and over 5 years in data science, I've mainly worked as a Senior Data Scientist at ComprasGov, the official procurement system of the Federal Government of Brazil.

My expertise covers end-to-end data pipelines, from data engineering with multiple sources, to specialized data analysis for high-level management at the Ministry of Economy of Brazil. I am also experienced at dashboard development to comply with national transparency and regulations.

In recent years, however, I've been focused on leading significant machine learning projects, one of which was proposed and is being developed by me using Microsoft Azure AI. Here you can check out some of my work.

Contact

• Twitter
• Facebook
• Instagram
• GitHub

Elements

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    i++;
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