Felipe Ferreira
Machine Learning Engineer at Cloud303
Rio de Janeiro, Brazil
Summary
👤
Senior🎓
Top SchoolFelipe Ferreira is a Machine Learning Engineer with 11 years of experience building production-ready ML and data systems across enterprise and startup environments in Brazil. He has a strong foundation in time series, optimization, experiment design and NLP, and has repeatedly moved prototypes into production using AWS SageMaker, Docker, and Spark. Notable projects include scaling semantic grouping to 20 million documents, creating Graph-RAG retrievers with Neo4J, and integrating LLMs with custom external memory for private-data chat. Trained in electrical engineering and holding a Data Science master's, he blends rigorous engineering discipline from industrial automation with modern ML practices. Colleagues describe him as creative, curious and pragmatic—comfortable turning complex unstructured text into structured knowledge graphs and actionable products.
11 years of coding experience
14 years of employment as a software developer
Master’s Degree Data Science, Master’s Degree Data Science at University of San FranciscoPontifical Catholic University of Rio de Janeiro
Portuguese, English, Italian, Spanish, Portuguese, Spanish
Stackoverflow
175reputation
32kreached
6answers
6questions
Github Skills (17)
sql-server6
sqlalchemy6
amazon-s36
virtualenvwrapper6
sparse-matrix6
matrix6
python6
pyodbc6
pandas6
scipy6
rio5
dos4
tera3
science3
machine-learning2
Programming languages (1)
Github contributions (5)
fformenti/foobar
Aug 2016 - Aug 2016
Contributions:11 commits, 10 pushes, 1 branch in 14 days
fformenti/fformenti.github.io
Mar 2016 - May 2017
Contributions:7 pushes, 1 branch in 1 year 1 month
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