Flávio Clésio
Senior Machine Learning Engineer at Kuehne+Nagel
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolFlávio Clésio is a Senior Machine Learning Engineer and chapter lead based in Berlin with 11 years in IT and over 7 years focused on ML, currently building embedded ML at scale for telco platforms handling 250M+ daily requests. He combines hands-on MLOps and infrastructure experience from Snap and Kuehne+Nagel with deep productionization skills—deploying NLP classifiers, recommendation and matching engines, and real-time data pipelines across AWS, Airflow, Kubernetes and Spark. He has a strong troubleshooting background across legacy and modern databases, led technical coordination and interviewing efforts for nearly 100 hires, and has driven measurable business impact such as revenue-assurance and churn-reduction projects. Fluent in deploying reproducible ML (SageMaker, MLflow, DVC, Docker) and designing data landscapes, he pairs research interests in fairness and two-sided marketplace recommendations with pragmatic engineering delivery. An erstwhile professor and conference presenter, he brings both mentorship and cross-functional leadership to complex, production ML systems.
11 years of coding experience
11 years of employment as a software developer
Extension, Valuation, Extension, Valuation at Universidade Estadual de CampinasMaster of Engineering (MEng), Computational and Applied Mathematics, Master of Engineering (MEng), Computational and Applied Mathematics at Uninove - Universidade Nove de JulhoBachelor, Information Systems, Bachelor, Information Systems at Faculdades Integradas Rio BrancoAssociate Degree, Information Security, Associate Degree, Information Security at The Cybersecurity Labs
English, Portuguese, German
Github Skills (109)
python10
fasttext10
deep-learning10
statistics10
jax10
data-science10
classification10
reinforcement-learning10
tensorflow10
jupyter-notebook10
data-analysis10
pytorch10
machine-learning10
aws10
scikit-learn10
Programming languages (11)
Github contributions (5)
fclesio/metalbr
Apr 2019 - Jun 2019
Contributions:26 commits, 25 pushes, 1 branch in 2 months
fclesio/artclass
Apr 2021 - May 2022
Contributions:69 commits, 65 pushes, 2 branches in 1 year
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