Lucas Félix
Senior Data Scientist
Minas Gerais, Brazil
Summary
👤
Senior🎓
Top SchoolLucas Félix is a Senior Data Scientist with nine years of experience building and operationalizing machine learning solutions across industry and research settings, currently working at Predict.law and pursuing a PhD at UFMG. He combines hands-on Python and PySpark engineering with expertise in recommender systems, optimization and statistics, having migrated and productionized models on Databricks and integrated outputs into BI dashboards. Lucas has led and mentored teams, driving scalable data pipelines and reproducible workflows while also advising academic programs (MBA USP/Esalq) and contributing to research roles at INRIA. His background spans applied projects for large mining and chemical clients, open-source development on SDN platforms, and teaching roles—evidence of a rare mix of product delivery, academic rigor, and developer-first tooling. Notably, he translates R prototypes into robust Python pipelines and has published practical forecasting implementations on GitHub used for thesis work and industry pilots.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Ciência da Computação, Doctor of Philosophy - PhD Ciência da Computação at Universidade Federal de Minas GeraisBachelor's degree Computer Science, Bachelor's degree Computer Science at Universidade Federal de São João del-Rei - UFSJ
English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (56)
ria10
recommender10
svd10
factorization10
matrix9
mat9
machine-learning8
r7
statistics7
python7
crawler7
forecast7
data-visualization6
streamlit6
developer-tools6
Programming languages (3)
Github contributions (5)
lucasgsfelix/crawler-reclameaqui
Apr 2018 - May 2022
Crawler feito para a matéria de mineração de dados, crawler ainda em fase de testes.
Contributions:31 commits, 1 PR, 26 pushes in 4 years 1 month
testesdadosfeitomatria
lucasgsfelix/Transfermarkt-Crawler
Aug 2019 - Jan 2020
Contributions:48 commits, 47 pushes, 1 branch in 5 months
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