Raphael Mazzine
Senior Data Scientist
Brazil
Summary
👤
Senior🎓
Top SchoolRaphael Mazzine is a Senior Data Scientist with a PhD in Artificial Intelligence and over a decade of programming experience, combining deep research on XAI with pragmatic ML engineering across cloud and production systems. He has led enterprise NLP and computer vision projects—from a cost-saving table-extraction tool and enterprise chatbots to scalable labeling pipelines—translating business needs into reproducible microservices and DevOps workflows. His work spans end-to-end stacks (Python, TF/PyTorch, Spark, Elasticsearch, Docker/K8s, GCP/Azure/AWS) and emphasizes model explainability (counterfactuals, SHAP/LIME) to make opaque models actionable. Comfortable liaising with non-technical stakeholders, he codified team standards and moved research into production at organizations like UL Solutions, IBM, Complexio and Elsevier. An academic turned practitioner, he published novel counterfactual algorithms and built benchmarking frameworks, demonstrating an uncommon blend of publishing-grade research and operational delivery.
7 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at University of AntwerpExecutive MBA, Leadership and Innovation, Executive MBA, Leadership and Innovation at FGV - Fundação Getulio VargasMaster's degree, Physical Chemistry, Master's degree, Physical Chemistry at Universidade Estadual Paulista Júlio de Mesquita FilhoBachelor's degree, Nanotechnology, Bachelor's degree, Nanotechnology at Federal University of Rio de Janeiro
English, Portuguese
Stackoverflow
61reputation
10kreached
8answers
0questions
Github Skills (101)
interpretable-machine-learning10
xai10
client-library9
api9
benchmark9
deep-learning9
whatsapp9
machine-learning9
docker9
kubernetes9
solidworks9
benchmarking9
go9
browser-app8
lime8
Programming languages (8)
Github contributions (5)
ADMAntwerp/CounterfactualBenchmark
Nov 2020 - Sep 2022
Counterfactual Explanations Benchmark
Contributions:231 commits, 4 PRs, 38 pushes in 1 year 10 months
counterfactual-explanationsbenchmarkingexplanationsbenchmarkcounterfactual
rmazzine/Ranking-Tabular-CF
Aug 2022 - Sep 2022
Rank of Counterfactual Explanations for multiple metrics
Contributions:25 commits, 26 PRs, 19 pushes in 22 days
explanationsmetricscounterfactual-explanationscounterfactual
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