Felipe Garcia
Senior Machine Learning Engineer at Thoughtworks
São Paulo, Brazil
Summary
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Senior🎓
Top SchoolFelipe Garcia is a Senior Machine Learning Engineer with eight years of experience building and deploying production-grade ML systems, specializing in NLP, LLM applications, and time-series deep learning. He has shipped end-to-end solutions across Azure, Databricks, SageMaker and MLflow, turning research-grade models into APIs and monitored workflows for healthcare, finance, and hiring platforms. Felipe blends strong MLOps and data engineering skills—Spark, FastAPI, Streamlit, and containerized CI/CD—with an academic foundation from USP where he published an awarded deep learning paper. Notably, he has applied LLMs to practical problems like job classification, transaction-name translation and content moderation, improving dataset quality and user readability. Based in São Paulo, he’s pragmatic, curious, and enjoys bridging research insights with production constraints to deliver measurable impact.
8 years of coding experience
6 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at USP - Universidade de São PauloNanodegree Data Science, Nanodegree Data Science at Udacity
English, Japanese, PortugueseProgramming languages (4)
Github contributions (5)
felipeagarcia/hmm
Aug 2017 - May 2018
Contributions:8 commits, 6 pushes, 1 branch in 9 months
felipeagarcia/ConvLSTM
Oct 2018 - Dec 2018
Contributions:12 commits, 9 pushes, 5 branches in 2 months
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