Rudi Modena

Data Scientist

Rio Grande do Sul, Brazil
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Summary

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Senior
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Rudi Modena is a Data Scientist with 11 years of experience applying machine learning and data engineering to industrial and research problems, currently delivering process-optimization solutions for the pulp and paper sector at Sindus ANDRITZ. He combines hands-on skills in Python, JMP, SQL and Git with on-premise deployment experience, and has a track record of building dashboards and ML systems that produced over $500k in savings and extended equipment campaigns. His background in geology and geostatistics—supported by research roles and numeric simulation work in C++ and Python—gives him a strong foundation in spatial data and scientific modeling. Continuously upskilling toward MLOps and ML Engineering, he bridges the gap between prototype analytics and production pipelines while focusing on clear business impact. An early software developer fluent in web and systems tooling, he brings pragmatic engineering habits to data-centric problems.
code11 years of coding experience
job5 years of employment as a software developer
bookFull Stack Web Developer Nanodegree Program, Computer Science, Full Stack Web Developer Nanodegree Program, Computer Science at Udacity
bookBachelor’s degree, Geology/Earth Science, General, Bachelor’s degree, Geology/Earth Science, General at Universidade do Vale do Rio dos Sinos
bookIncomplete Bachelor’s degree, Computer Science, Incomplete Bachelor’s degree, Computer Science at Universidade de Caxias do Sul
bookTechnician, Informática, Technician, Informática at TEC BRASIL
bookIncomplete Master's degree, Mining Engineering, Incomplete Master's degree, Mining Engineering at Universidade Federal do Rio Grande do Sul
bookMaster of Business Administration - MBA, Machine Learning in Production, Master of Business Administration - MBA, Machine Learning in Production at ITI UFSCar
languagesEnglish, Spanish, Italian, French, Portuguese
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Github Skills (17)

predict4
churn4
sia3
full-stack2
machine-learning2
docker2
catalog2
python2
react2
nodejs2
code-first2
css1
packaging1
javascript1
data-science1

Programming languages (5)

CSSC++HTMLJupyter NotebookPython

Github contributions (5)

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Contributions:21 commits in 5 months
rccmodena/kattis_problems

Apr 2022 - Sep 2022

Contributions:250 pushes, 1 branch in 4 months
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Rudi Modena - Data Scientist