Tiago Rodrigues de Magalhães
São Paulo, São Paulo, Brazil
Summary
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RockstarTiago De Magalhães is a Lead Machine Learning Engineer based in São Paulo with a decade of experience building scalable, production ML platforms. He has led real-time recommendation systems at SEEK and now drives ML infrastructure and models at Nubank, combining research roots with hands-on engineering. His background spans end-to-end systems from feature engineering and model evaluation to deployment on AWS and orchestration with Docker, Redis and Celery. Early research on information diffusion and a master's thesis on social media monitoring give him a strong foundation in data-driven behavior analysis that informs product decisions. Known for improving KPIs through iterative experimentation, he blends rigorous analytics with practical software engineering to deliver reliable, real-time data products.
10 years of coding experience
Github Skills (7)
python8
data-science7
data-analysis7
machine-learning7
ml4
pip2
elasticsearch2
Programming languages (2)
Github contributions (5)
tiagorm/shepherd-config-test
Oct 2022 - Nov 2022
Test shepherd config
Contributions:73 PRs, 17 pushes, 59 branches in 27 days
configshepherd
tiagorm/ai-tech-blog-experiments
Jul 2025 - Jan 2026
Experiments using AI Assistant tools for building a tech blog
Contributions:6 PRs, 2 pushes, 2 branches in 6 months
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