Max Reis
Summary
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SeniorMaxuel Reis is a Data Architect based in São Paulo with 8 years of experience building end-to-end data platforms and production ML workflows across finance, recruitment SaaS, and media. He has designed and migrated large-scale Spark and Databricks pipelines between Azure and GCP, built real-time CDC architectures into ClickHouse, and optimized EMR and Databricks jobs for high-volume workloads. Comfortable across the stack, he deploys models and streaming predictions with tools like MLflow, SageMaker, Fivetran, Delta Lake, and Kafka/Kinesis, and has a strong background in applied statistics from USP. As a former instructor in cloud ML and a practitioner of experiment design and model monitoring, he blends rigorous validation with pragmatic, production-focused engineering. Notably, Maxuel pairs technical depth in data engineering with hands-on experience in recommender systems and NER using transformers, making him adept at turning complex data into reliable business-facing products.
8 years of coding experience
Github Skills (48)
automated-trading10
binance10
api10
python9
pandas-dataframe9
nas9
big-data-analytics9
jupyter-notebook9
cryptocurrency9
flask8
react8
profiling8
pandas-profiling8
statistics8
eda8
Programming languages (5)
Github contributions (5)
maxreis86/FIEP-Modelos-de-Aprendizado-e-Arquiteturas-Cloud
Sep 2022 - Nov 2022
Bootcamp 3 (Sistemas Inteligentes) do curso de Pós-Graduação em Engenharia de Dados e Inteligência Artificial nas Faculdades da Industria
Contributions:6 reviews, 139 commits, 21 PRs in 2 months
pythondadosnasartificialsistemas
maxreis86/AzureDeployment
Nov 2022 - May 2024
Contributions:18 pushes, 1 branch in 1 year 6 months
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