Vinicius Cerutti
Cientista De Dados at Compass UOL
Old Toronto, Ontario, Canada
Summary
🤩
Rockstar🎓
Top SchoolVinicius Cerutti is a data scientist with 7 years of experience and 4+ years focused on statistical modeling, machine learning and production-ready propensity and recommendation systems. He has delivered measurable business impact across finance and retail—improving digital channel engagement and conversion through ensemble models (CatBoost, LightGBM, XGBoost) and classical methods in Databricks and Python. Comfortable across the ML lifecycle, he has built churn and propensity pipelines, migrated and productionized models with AWS SageMaker and Jenkins, and routinely retrains and documents legacy models to preserve performance. A math undergraduate and core contributor to conda-forge documentation, he blends rigorous quantitative foundations with open-source community practice. Based in Toronto, he brings a practical scientific-method approach—combining exploratory analysis, parameter optimization and clear stakeholder communication—to translate models into business decisions. An under-the-radar strength is his background in computational neuroscience and optimization, which informs creative algorithmic solutions like genetic algorithms for e-commerce problems.
6 years of coding experience
4 years of employment as a software developer
Bachelor degree, Computer Science, Bachelor degree, Computer Science at PUCRS - Pontifícia Universidade Católica do Rio Grande do Sul
English, Portuguese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
conda-forge10
rs10
documentation10
Programming languages (9)
Github contributions (5)
conda-forge/conda-forge.github.io
Mar 2021 - Jun 2021
The conda-forge website.
Role in this project:
Technical Writer / Community Contributor
Technical Writer / Community ContributorContributions:84 reviews, 44 commits, 42 PRs in 2 months
Contributions summary:Vinicius primarily contributed to documentation updates within the conda-forge repository. They fixed broken links in the documentation related to conda-build, updated existing documentation files, and addressed questions in the maintainer FAQ. Furthermore, the user merged branch changes. Their work focused on clarifying information for users and maintainers of conda-forge.
conda-forgecondarisk-assessmentidrisforge
viniciusdc/viniciusdc.github.io
Mar 2020 - Jul 2021
Blog for questions, answers and eventual errors.
Contributions:11 PRs, 175 pushes, 6 branches in 1 year 3 months
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