Guilherme Silveira
Senior Machine Learning Engineer at Itaú Unibanco
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolGuilherme Silveira is a Senior Machine Learning Engineer based in São Paulo with 11 years of experience building and shipping production ML and distributed systems. At Itaú Unibanco he architected a model platform integrating feature store, data quality and automated inference pipelines on AWS, and implemented contextual multi-armed bandits and large-scale Spark workloads. His background spans backend systems, refactoring monoliths into microservices, and low-level optimizations—from Java NIO biometric servers to C++ facial recognition and Python/YOLO computer vision—reflecting deep full-stack engineering chops. Comfortable across Java, Python and C++, he combines rigorous engineering with practical ML deployment skills and a habit of documenting his AI learnings through technical articles. An uncommon strength is his track record of shortening delivery cycles dramatically while preserving data quality and automation for reliable productionization.
10 years of coding experience
3 years of employment as a software developer
Bacharelado em Sistemas de Informação, Tecnologia da Informação, Bacharelado em Sistemas de Informação, Tecnologia da Informação at UNIESP - União das Instituições Educacionais do Estado de São PauloNanodegree Fundamentos em Deep Learning, Artificial Intelligence, Nanodegree Fundamentos em Deep Learning, Artificial Intelligence at Udacity
Portuguese, English
Stackoverflow
36reputation
225reached
2answers
0questions
Github Skills (28)
poller9
maven8
structures7
java7
applet6
computer-vision6
querydsl6
eclipse6
vertx6
opencv6
spring6
ffmpeg6
multimedia5
azerothcore5
java-bytecode5
Programming languages (3)
Github contributions (5)
guilherme-alves-silve/security-alura-shows
Mar 2020 - Mar 2022
Estudo do curso Segurança Web em Java (https://cursos.alura.com.br/course/seguranca-web-em-java-parte-1 & https://www.alura.com.br/curso-online-seguranca-web-em-java-parte-2)
Contributions:2 reviews, 4 PRs, 14 pushes in 2 years
cursosalurasegurancacurso-onlinecursos-alura-
guilherme-alves-silve/kafka-avro-course
Jul 2019 - Jul 2022
Study of the Udemy course Apache Kafka Series - Confluent Schema Registry & REST Proxy
Contributions:1 PR, 1 push, 2 branches in 3 years
avroapache-kafkaschema-registryproxyconfluent-cloud
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