Vinícius Ramos
Summary
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SeniorVinícius Ramos is an AI/ML manager and multidisciplinary data leader with 11 years of experience building production-ready ML and analytics products from São Paulo. He leads Data Science and Engineering teams at Collage Group (via Velozient), owning MLOps, LLMOps, model evaluation standards and the translation between research, product and engineering. He designed a lookalike AutoML framework and similarity-search solutions that powered thousands of production audiences and generated a new revenue vertical, and has built complex RAG, fine-tuning and agentic workflows using Snowflake Cortex, Hugging Face and LiteLLM. Comfortable across SQL, Python, CI/CD and API deployments, he also mentors data professionals and taught Decision Intelligence in an MBA program, reflecting a strong blend of hands-on execution and people leadership. A former political-science researcher with exchange training in statistics and a current MS in Computer Science candidate, he pairs quantitative rigor with practical product impact.
11 years of coding experience
Stackoverflow
36reputation
378reached
2answers
0questions
Github Skills (15)
javascript10
creative-commons10
cpp10
python10
rio10
questions-and-answers10
java10
django9
flask-login6
flask6
react3
redux2
angular2
bootstrap2
kivy1
Programming languages (3)
Github contributions (5)
PythonAcademyBrasil/Dicas
Jun 2021 - Dec 2021
Repositório com Dicas rápidas
Contributions:1 review, 18 commits, 2 PRs in 5 months
riopython
pythonacademybr/HelloWorldDjango
Jul 2018 - Aug 2022
Hello World, Django! Código desenvolvido como parte do artigo sobre Django da Python Academy. Acesse https://pythonacademy.com.br/blog/desenvolvimento-web-com-python-e-django-introducao e saiba mais!
Contributions:5 commits in 4 years 2 months
djangopython
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