Rafael Leiniö

Senior Data Engineer

São Paulo, Brazil
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Summary

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Senior
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Top School
Rafael Leiniö is a Senior Data Engineer based in São Paulo with 8 years building data platforms and MLOps at both early-stage startups and large enterprises. He designs and ships end-to-end data infrastructure—feature stores, ELT pipelines, streaming upserts, and orchestration—using Spark, Kafka, Airflow, Kubernetes and cloud-native tooling. At Wander he founded the data chapter and deployed 80+ dbt models in his first month, while at CircleUp he led massive web-scale data collection and introduced rigorous Python engineering practices like TDD and type checking. His work spans product-facing analytics and low-latency online feature serving, informed by a research-oriented background in neural networks and intelligent systems. Known for coaching teams and codifying best practices, he combines hands-on implementation with building developer-friendly platforms and open-source tooling for declarative feature engineering. Colleagues rely on him to translate ambiguous business problems into scalable, production-ready data solutions.
code8 years of coding experience
job4 years of employment as a software developer
bookBachelor in Science and Technology, Multi/Interdisciplinary Studies, Bachelor in Science and Technology, Multi/Interdisciplinary Studies at Universidade Federal de São Paulo
bookMaster's degree, Neural Networks, Master's degree, Neural Networks at INPE - National Institute for Space Research
bookTechnician, Informatics, Technician, Informatics at ETEP Faculdades
bookMaster of Science - MS, Computer Science (Intelligent Systems), Master of Science - MS, Computer Science (Intelligent Systems) at Unifesp - Universidade Federal de São Paulo
languagesEnglish, Portuguese
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Stackoverflow

Stats
121reputation
7kreached
0answers
3questions
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Github Skills (88)

amazon-athena10
python10
pyspark10
data-science10
package10
aws-glue10
feature-store10
etl-framework10
data-engineering9
scheduler9
modin9
dynamodb9
lambda9
automation9
etl9

Programming languages (6)

DockerfileMakefileScalaJupyter NotebookPythonClojure

Github contributions (5)

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wandercom/cubejs

Mar 2025 - May 2026

unofficial async cubejs python client
Contributions:1 release, 3 reviews, 1 PR in 1 year 2 months
asynccubejspython
rafaelleinio/thoth

May 2020 - Jan 2023

Python tool for profiling-based anomaly monitoring on ETL data pipelines leveraging ML and Apache Spark.
Contributions:31 commits, 4 PRs, 50 pushes in 2 years 8 months
apache-sparkdata-pipelinedata-pipelinesetlmachine-learning
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