Bárbara Lerbach
Data Scientist
Espírito Santo, Brazil
Summary
👤
Senior🎓
Top SchoolBárbara Lerbach is a data scientist and statistician with a decade of experience applying statistical modeling and machine learning across industry, environment, mining and agribusiness. She has moved from hands-on research on air pollution and public-health time series to delivering production-ready predictive solutions and mentorship at IBM, and now drives data initiatives at Grupo Boticário. Comfortable with the full analytics lifecycle, she blends web scraping, data engineering and visualization with rigorous experimental design to turn complex public and enterprise datasets into actionable insights. She has formal training in statistics and an M.Sc. in Computer Science from UFMG, and has taken on people-management responsibilities coaching teams of junior to senior data scientists. Based in Espírito Santo, Brazil, Bárbara pairs domain breadth—from state-level industry observatories to large bank and mining clients—with a strong commitment to evidence-based decision making.
10 years of coding experience
5 years of employment as a software developer
Pós-graduação Ciência de Dados e Big Data, Pós-graduação Ciência de Dados e Big Data at PUC MinasCurso Básico de Inglês, Curso Básico de Inglês at Centro de Estudo de Línguas do Centro Federal de Educação Tecnológica do Espírito SantoBacharelado Estatística, Bacharelado Estatística at Ufes - Universidade Federal do Espírito Santo
Portuguese, English
Github Skills (24)
jupyter-notebook10
hermione10
amazon10
jupyter9
data-science9
reinforcement-learning9
machine-learning-models9
python9
sagemaker9
machine-learning9
inference9
aws9
deep-learning8
mlops8
amazon-sagemaker8
Programming languages (3)
Github contributions (5)
A3Data/hermione
May 2020 - Apr 2022
ML made simple
Contributions:12 releases, 5 reviews, 66 commits in 1 year 11 months
hermionepythonmachine-learningdata-science
barbarasilveiraf/extentendsegregationmodel
Oct 2017 - Dec 2017
Contributions:31 pushes, 14 branches in 2 months
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