Gabriel Soares
Senior Machine Learning Engineer at Teya
Porto, Porto, Portugal
Summary
👤
Senior🎓
Top SchoolGabriel Soares is a Senior Machine Learning Engineer with nine years of experience building production-grade ML platforms and real-time fraud prevention systems, currently driving fraud scoring and ONNX model serving at Teya. He combines cloud-native ML (SageMaker, Kubernetes, SageMaker Pipelines) with streaming feature engineering (Apache Flink) and robust microservices in Golang to deliver low-latency, high-throughput payment risk pipelines. His background spans fintech and scale-ups—Nubank, BTG Pactual, CargoX—where he automated data ingestion, CI/CD, and model lifecycle monitoring using tools like Airflow, MLflow, and Kubeflow. As an instructor at Tera he translates complex ML concepts into business-facing courses, reflecting a talent for teaching as well as engineering. Uncommonly, Gabriel began his career as a geologist, bringing statistical thinking from geoscience and remote sensing into data-driven model design and feature engineering. He is based in Porto, Portugal, and known for pragmatically marrying research-grade models with operational reliability.
9 years of coding experience
7 years of employment as a software developer
Data Science & Machine Learning for Business, Inteligência Artificial, Data Science & Machine Learning for Business, Inteligência Artificial at TeraBacharelado em Geologia, Geologia/Ciências da Terra, Geologia e Ciências da Terra/Geociências, Bacharelado em Geologia, Geologia/Ciências da Terra, Geologia e Ciências da Terra/Geociências at USP - Universidade de São PauloBachelor’s Degree, System Analysis and Development, Bachelor’s Degree, System Analysis and Development at Faculdade de Tecnologia de São Paulo - FATEC-SP
English, Portuguese
Stackoverflow
435reputation
99kreached
5answers
0questions
ubuntu
top-5%
Github Skills (93)
model-management10
mlflow10
enviroment10
ai10
dvc10
lifecycle10
incremental-learning10
machine-learning10
rio9
ubuntu9
apache-spark9
python9
flask9
ml8
react8
Programming languages (7)
Github contributions (5)
gabrielclimb/mann_kendall_automated
Sep 2018 - Aug 2022
A online solution to mann kendall test
Contributions:4 releases, 9 reviews, 146 commits in 4 years
mannenviromentengineeringmann-kendall
gabrielclimb/Tera-MlOpsProject
May 2022 - Dec 2022
Contributions:31 commits, 5 PRs, 10 pushes in 7 months
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