Iury T. S. Sousa

Data Scientist · Full-Stack Developer · MSc. in Physical Oceanography · iury@usp.br

Master of Science (Physical Oceanography). Have more than 5 years of experience in developing and teaching with Python programming language, with focus on data acquisition, processing, and analysis.

Experiência

Data Scientist and Full-stack Developer

Altox Ltda

Tasks:

  • Data scraping, processing and analysis (Matplotlib, NumPy, SciPy, Pandas, Beautifulsoup, Selenium etc)
  • Cheminformatics (RDKit)
  • Consensus between chemical Alerts and ML models (toxicology)
  • Front-end development (JavaScript, HTML and CSS)
  • Back-end development (e.g. Python, Flask)
  • Relational databases (MySQL, PostgreSQL)
  • System administration and configuration (Windows, Linux and shell scripting and Docker)
  • Machine Learning systems integration with the front-end and back-end platform;

October 2017 – Present

Data Scientist

Habeo

General:

  • Oversee development of statistical tools
  • Gather and analyze meteo-agro-economic data for market predictions

Tasks:
  • Data scraping, processing and analysis (Matplotlib, NumPy, SciPy, Pandas, Beautifulsoup, Selenium etc)
  • Relational databases (PostgreSQL)
  • System administration and configuration (Windows, Linux and shell scripting)

July 2017 – October 2017

Data Scientist

PETROBRAS

General:
Regional Characterization for the SEAL oil and gas basin. Ocean Dynamics Lab at São Paulo University (LaDO - USP)
Tasks:

  • Metorological and Oceanographic data processing
  • Numerical solving for statistical (EOF) and physical (Geostrophic) variability modes
  • Linear Algebra applications in data analysis
  • Graphic compositions (Matplotlib, Seaborn etc)
  • Least squares solution for data interpolation (Objective Analysis)
  • Scientific writing (Reports and book chapter)

August 2015 – November 2015

Education

Universidade de São Paulo

Master of Science
Physical Oceanography

Laboratório de Dinâmica Oceânica (LaDO)
Prof. Ilson Carlos Almeida da Silveira

February 2015 - July 2017

Universidade Federal do Ceará

Bachelor Degree
Oceanography

Laboratório de Oceanografia Física (LOF)
Prof. Dr. Ilson Carlos Almeida da Silveira
Prof. Dr. Carlos Eduardo Teixeira Peres

January 2011 - December 2014

Skills

Programming Languages & Tools

OceanLab

O Projeto

Criado com o intuito de ser uma ferramenta de aprendizagem de Python para ciências naturais, com foco em Oceanografia Física.