Houston Santos
Associado De Ciência De Dados at PNUD Brasil
Pernambuco, Brazil
Summary
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Senior🎓
Top SchoolHouston Santos is an experienced data scientist with nine years of hands-on practice in analytics, machine learning and data engineering, currently contributing to PNUD Brasil. He has built end-to-end solutions across production lines, logistics optimization and forecasting using tools such as Prophet, XGBoost, MLflow and Databricks, and operationalized ML within Elasticsearch and containerized microservice environments. His background spans infrastructure and ERP development—AdvPL customizations and Protheus integrations—giving him uncommon fluency in bridging legacy business systems with modern data stacks. Comfortable across SQL, BigQuery, Kafka, Airflow and ELK, he excels at feature engineering, ETL pipelines and model deployment for classification, anomaly detection and forecasting. Holders of multiple postgraduate specializations in analytics and statistics, he pairs practical production experience with formal training in NLP and advanced analytics. Based in Pernambuco, Brazil, he brings a pragmatic, full-lifecycle mindset that favors reproducible, operational ML over proof-of-concept work.
9 years of coding experience
Pós-graduação Lato Sensu - MBA, Advanced Analytics e Business Optimization, Pós-graduação Lato Sensu - MBA, Advanced Analytics e Business Optimization at Universidade Federal do ParanáExtensão, Python para Processamento de Linguagem Natural, Extensão, Python para Processamento de Linguagem Natural at Instituto de Ciências Matemáticas e de Computação (ICMC)Pós-graduação Lato Sensu - Especialização, Ciência de Dados e Analytics, Pós-graduação Lato Sensu - Especialização, Ciência de Dados e Analytics at Universidade de PernambucoBacharelado, Computer Science, Bacharelado, Computer Science at UNIFGPós-graduação Lato Sensu - Especialização, Estatística Aplicada, Pós-graduação Lato Sensu - Especialização, Estatística Aplicada at Anhanguera Educacional
Stackoverflow
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Github Skills (6)
4gl6
vscode-plugin5
vscode3
tds3
vscode-extension3
visual-studio-code2
Programming languages (2)
Github contributions (5)
houstonsantos/python-machine-learning
Jun 2020 - Nov 2022
Contributions:13 pushes, 1 branch in 2 years 6 months
houstonsantos/titanic
Jul 2020 - Feb 2024
Contributions:4 pushes, 1 branch in 3 years 7 months
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