Maxuel Reis
Data Architect
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolMaxuel 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
15 years of employment as a software developer
Improvement in Statistics Topics (Especialização em tópicos de estatística) Estatística e Probabilidade, Improvement in Statistics Topics (Especialização em tópicos de estatística) Estatística e Probabilidade at USP - Universidade de São PauloData Analysis and Data Mining (460h) Data Analysis and Data Mining, Data Analysis and Data Mining (460h) Data Analysis and Data Mining at FIA - Fundação Instituto de AdministraçãoProfessional Technical Course in Theater Artes Cênicas - Interpretação, Professional Technical Course in Theater Artes Cênicas - Interpretação at Teatro Escola MacunaimaTechnical Course (Curso Técnico) Computer Technician (Técnico em Informática), Technical Course (Curso Técnico) Computer Technician (Técnico em Informática) at Etec Lauro GomesComputing for Business Management (Informática para Gestão de Necógios) Administração e Gerenciamento de Computação/Tecnologia da Informação, Computing for Business Management (Informática para Gestão de Necógios) Administração e Gerenciamento de Computação/Tecnologia da Informação at Faculdade de Tecnologia de São Paulo - FATEC-SP
Portuguese, English, Spanish
Stackoverflow
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Github Skills (57)
cryptocurrency10
binance10
api10
trading9
jupyter9
data-quality9
eda9
python9
trading-bot9
pandas-dataframe9
nas9
big-data-analytics9
automated-trading9
exchange9
flask9
Programming languages (6)
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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