| Professional with an evolving career in the data area. |
Profissional com carreira em evolucao na area de dados. |
| Solid experience in processing, manipulating and visualizing data using Python, SQL and various libraries for Data Science, as well as familiarity with development environments such as the Anaconda Platform and Jupyter Notebook. |
Solida experiencia em tratamento, manipulacao e visualizacao de dados com utilizacao das linguagens Python, SQL e bibliotecas diversas para Data Science, alem de familiaridade com ambientes de desenvolvimento como a Plataforma Anaconda e Jupyter Notebook. |
| Skills in ETL (Extraction, Transformation and Load), descriptive/exploratory analysis (EDA) and CRISP-DM methodology (Cross Industry Standard Process for Data Mining). |
Habilidades em ETL (Extracao, Transformacao e Carga), analise descritiva/exploratoria (EDA) e metodologia CRISP-DM (Cross Industry Standard Process for Data Mining). |
| Construction and implementation of Machine Learning algorithms, covering predictive classification and regression models, Ensemble techniques, supervised and unsupervised learning, performance optimization strategies, as well as the use of PCA (Principal Component Analysis) and clustering for dimensionality reduction. |
Construcao e implementacao de algoritmos de Machine Learning, abrangendo modelos preditivos de classificacao e regressao, tecnicas de Ensemble, aprendizado supervisionado e nao supervisionado, estrategias de otimizacao de desempenho, bem como utilizacao de PCA (Principal Component Analysis) e clustering para reducao de dimensionalidade. |
| Familiarity with the cloud service platform AWS (Amazon Web Services) and services for computation and data analysis such as S3 and Athena. |
Familiaridade com a plataforma de servicos em nuvem AWS (Amazon Web Services) e os servicos para computacao e analise de dados como S3 e Athena. |
| Experience with the PostgreSQL Database Management System, involving the creation and manipulation of tables through SQL queries in general. |
Experiencia no uso do Sistema de Gerenciamento de Banco de Dados PostgreSQL, envolvendo a criacao e manipulacao de tabelas por meio de consultas SQL em geral. |
| Solid knowledge of Git and GitHub version control system, including repository management, code versioning and conflict resolution. |
Conhecimento solido em sistema de controle de versao Git e GitHub, incluindo gerenciamento de repositorios, versionamento de codigo e resolucao de conflitos. |
| Scripting and deploying interactive applications through Streamlit, combining complementary skills in Front-End development and responsive design, with experience in HTML, CSS and JavaScript. |
Scripting e deploy de aplicacoes interativas atraves do Streamlit, combinando habilidades complementares em desenvolvimento Front-End e design responsivo, com experiencia em HTML, CSS e JavaScript. |