Vinícius Ramos
AI ML Manager At Collage Group at Velozient
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolVinícius 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
4 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Universidade Estadual Paulista Júlio de Mesquita FilhoPostgraduate Degree Data Science, Postgraduate Degree Data Science at USP - Universidade de São PauloExchange Program Statistics and Econometrics, Exchange Program Statistics and Econometrics at Universidade Estadual de CampinasSpecialization Advanced Business Analytics, Specialization Advanced Business Analytics at University of Colorado Boulder
Spanish, Portuguese, English
Stackoverflow
36reputation
378reached
2answers
0questions
Github Skills (22)
javascript10
python10
rio10
java10
creative-commons10
cpp10
questions-and-answers10
django8
django-rest-framework8
flask6
flask-login6
django-angular6
django-react5
pong4
react3
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
bionimbuz/Bionimbuz
Apr 2015 - Sep 2016
Contributions:136 commits, 55 pushes, 1 branch in 1 year 4 months
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