Murilo Mendonca
Senior Machine Learning Engineer at Tryolabs
Paraná, Brazil
Summary
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Rockstar🎓
Top SchoolMurilo Mendonca is a Senior Machine Learning Engineer with seven years of experience building end-to-end ML systems and production data integrations across startups and large enterprises. He has shipped customer-facing APIs, LLM monitoring tools, and orchestration libraries while integrating platforms like Airflow, MLflow, BigQuery, Spark and Kubernetes. At Ambev he helped standardize ETL processes and promoted Data Mesh and MLOps practices; at WhyLabs he worked on LLM prompt-blocking and open-source monitoring components. Now at Tryolabs he continues to bridge data science and business needs, translating models into reliable, monitored production services. Outside work he runs a Portuguese-language YouTube channel to demystify ML for the Brazilian community, reflecting a strong emphasis on teaching and practical knowledge transfer.
7 years of coding experience
6 years of employment as a software developer
Nanodegree Machine Learning Engineering with Microsoft Azure, Nanodegree Machine Learning Engineering with Microsoft Azure at UdacityExchange Program Mechanical Engineering, Exchange Program Mechanical Engineering at Southern Illinois University, CarbondaleEngineer’s Degree Mechanical Engineering, Engineer’s Degree Mechanical Engineering at Universidade Federal do Paraná
English, French, Portuguese, German, Spanish
Stackoverflow
1reputation
0reached
0answers
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Github Skills (83)
python10
automation10
mlops10
extensible10
orchestration10
data-pipeline10
get-started10
dataops10
scheduler10
sdk10
prompt-injection10
monitor10
data-science10
nlg10
dvc10
Programming languages (8)
Github contributions (5)
murilommen/musical-tool
Aug 2021 - Dec 2022
A tool to automate musical improvisation analysis
Contributions:1 review, 1 PR, 12 pushes in 1 year 4 months
tool-to-automateimprovisationmidiaudiomusic
murilommen/murilommen.github.io
Aug 2020 - Dec 2024
Contributions:13 pushes, 1 branch in 4 years 4 months
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