Tiago De Magalhães
Lead Machine Learning Engineer at Nubank
São Paulo, São Paulo, Brazil
Summary
🤩
Rockstar🎓
Top SchoolTiago 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
13 years of employment as a software developer
Bachelor’s Degree, Computer Science, Bachelor’s Degree, Computer Science at Universidade Federal de Minas Gerais / UFMG
English, Portuguese
Github Skills (9)
python7
machine-learning7
data-analysis6
data-science6
pip3
ml3
mapper2
odm2
elasticsearch2
Programming languages (2)
Github contributions (4)
tiagorm/shepherd-config-test
Oct 2022 - Nov 2022
Test shepherd config
Contributions:73 PRs, 17 pushes, 59 branches in 27 days
configshepherd
nubank/fklearn
Jul 2022 - Aug 2022
fklearn: Functional Machine Learning
Contributions:2 reviews, 1 comment in 1 month
data-analysispythondata-sciencemlmachine-learning
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