Israel De Oliveira
Senior AI Engineer at Torc
Rio Grande do Sul, Brazil
Summary
👤
Senior🎓
Top SchoolIsrael De Oliveira is a Senior AI Engineer based in Rio Grande do Sul, Brazil, with over 20 years in IT and eight years focused on data science and engineering roles across enterprise and research settings. He combines an M.Sc. in Electrical Engineering (robotics/control) and strong quantitative roots as a physics teacher with hands-on experience building NLP and ML systems, data governance platforms, and production-focused pipelines using Python, Docker, AWS, and data lineage/catalog tools. At companies like HP, Softplan and ADP he drove standards for data governance, CI/CD, and privacy-aware architectures, and contributed a reusable Python package for legal text pre-processing. Comfortable bridging research and product, he’s delivered solutions from symbolic agents and graph-based ML to scalable ETL and API services, and holds an Executive MBA in Innovation and Leadership. An engineer who moves between code, academia and pedagogy, he’s as likely to tune a mathematical model as to mentor students in information visualization.
8 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Electronics Engineering (not completed), Not concluded., Doctor of Philosophy - PhD, Electrical and Electronics Engineering (not completed), Not concluded. at Federal University of Rio Grande do SulExecutive MBA, Innovation and leadership, 96.6/100, Executive MBA, Innovation and leadership, 96.6/100 at FGV
Github Skills (45)
reinforcement-learning9
notebook9
gaussian-processes9
kaggle9
recommender-system9
recall9
keras9
random-forest9
monte-carlo9
computer-vision9
python8
deep-learning8
natural-language-processing8
gluon8
machine-learning8
Programming languages (2)
Github contributions (5)
ysraell/random-forest-mc
Aug 2021 - Nov 2022
Random Forest with Dynamic Tree Selection Monte Carlo Based (RF-TSMC).
Contributions:144 commits, 13 PRs, 273 pushes in 1 year 3 months
pythonrandom-forestdata-sciencemachine-learningmonte-carlo
ysraell/my-ds
Feb 2020 - Nov 2022
My data science Docker image.
Contributions:36 commits, 4 PRs, 82 pushes in 2 years 9 months
pythondocker-imagesciencedata-sciencedocker
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