Yann Mentha
Senior Data Software Engineer
Lausanne, Vaud, Switzerland
Summary
👤
Senior🎓
Top SchoolYann Mentha is a Senior Data Software Engineer with nine years of experience building production-ready data pipelines, ML solutions and cloud-native applications, currently at Macquarie Group. He blends a strong academic foundation in bioengineering and data science from EPFL and ETH Zurich with hands-on expertise in multithreaded C++, large-scale telemetry analysis, and ETL for explainable ML in energy systems. Yann has a practical maker’s mindset—born of DIY projects—that drives pragmatic tooling, reproducible pipelines and careful performance engineering across backend, APIs and visualization stacks. He has shipped anomaly detection and association-rule mining work for telecom-scale data, implemented multithreaded real-time image analysis for single-cell experiments, and led ML deployments achieving high accuracy in adversarial conditions. Based in Lausanne, he’s comfortable bridging research and production, often taking on extra-scholarly projects to explore topology, high-performance computing and distributed data tooling.
9 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Bioengineering & Computer Science, 5.32 / 6, Bachelor's degree, Bioengineering & Computer Science, 5.32 / 6 at Ecole polytechnique fédérale de LausanneExchange year, Computer Science, 5.23/6, Exchange year, Computer Science, 5.23/6 at ETH Zürich
French, English, German, Italian
Stackoverflow
81reputation
789reached
2answers
4questions
Github Skills (85)
editor9
jupyter-extension9
visual-studio9
microsoft9
visual-studio-code9
electron9
vscode-extension9
typescript9
vscode9
api8
lambda-functions8
authentication8
pipeline7
cli7
jupyter7
Programming languages (6)
Github contributions (5)
ymentha14/se3_molecule_generation
Jun 2021 - Jun 2021
Contributions:55 commits, 1 branch in 5 days
com-480-data-visualization/com-480-project-ethiopia26
Mar 2020 - May 2020
com-480-project-ethiopia26 created by GitHub Classroom
Contributions:2 PRs, 45 pushes, 16 branches in 1 month
javascriptgithub-classroom
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