Wilson Oliveira
Senior Machine Learning Engineer at Eldorado Research Institute
Manaus, Amazonas, Brazil
Summary
👤
Senior🎓
Top SchoolWilson Oliveira is a Senior Machine Learning Engineer with a decade of experience blending research and production software to deliver scalable AI systems from prototype to cloud-native deployment. Based in Manaus, Brazil, he couples near-complete Master's-level AI research with hands-on engineering—leading Kubernetes and Terraform migrations that cut GCP costs by 26% and operating APIs serving 165k monthly requests. He has built high-throughput model backends and real-time monitoring for enterprise NLP and embedded deep learning solutions, including a triage recommender that handled 400K daily issues at 85% accuracy and explainability tooling using LIME/SHAP. A frequent national speaker and technical writer, he also brings multidisciplinary leadership experience mentoring teams and supervising course design for STEM programs. Notably, his background spans embedded ML on Raspberry Pi to production orchestration with MLFlow, Airflow, and Kubernetes, enabling him to bridge edge research and cloud-scale ML delivery.
10 years of coding experience
6 years of employment as a software developer
Bachelor's degree Information Systems, Bachelor's degree Information Systems at Universidade do Estado do Amazonas - UEAMaster's Degree Computer Science; Artificial Intelligence, Master's Degree Computer Science; Artificial Intelligence at Universidade Federal do Amazonas
Portuguese, English, Spanish, Chinese
Github Skills (25)
python8
machine-learning8
pytorch8
shap7
data-science7
tensorflow7
deep-learning7
gradient-boosting6
shapley6
neural-network5
jax4
forum3
spotify-api3
classifier2
freeboard2
Programming languages (8)
Github contributions (5)
netoolii/shellIOT
Oct 2017 - May 2019
Contributions:38 commits, 35 pushes, 1 branch in 1 year 7 months
netoolii/ml-end2end
Jul 2023 - Sep 2024
Contributions:11 releases, 16 pushes, 2 branches in 1 year 2 months
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