Breandán Kerin
MLOps Engineer at Integral Ad Science
Greater Dublin Ireland
Summary
👤
Senior🎓
Top SchoolBreandán Kerin is an MLOps engineer with eight years of hands-on experience designing, deploying and maintaining cloud-native ML systems, primarily on AWS. He has driven production improvements from automated feature stores and RAG prototypes to multi-cluster Kubernetes migrations that reduced costs and improved performance. At CarTrawler he re-architected model serving and observability to cut infra costs and debugging noise, and at Altada delivered a toponym disambiguation module with an F1 of 96%—evidence of strong applied NLP and ML engineering. Comfortable across the stack, he blends software engineering best practices, CI/CD and infrastructure automation with mentoring and team-building experience. Based in Dublin, he pairs pragmatic production focus with curiosity for new ML patterns such as LangChain-backed RAG in enterprise settings.
8 years of coding experience
6 years of employment as a software developer
MAI Computer Engineering, MAI Computer Engineering at Trinity College DublinLeaving Certificate High School/Secondary Diplomas and Certificates, Leaving Certificate High School/Secondary Diplomas and Certificates at Ratoath College
English, Irish, Japanese
Github Skills (23)
spatial8
geopandas8
geographic8
geospatial7
geography7
python6
pandas6
gis5
git-repo5
retrieval4
web-search4
geodesy3
search-engine3
astar2
information-retrieval2
Programming languages (2)
Github contributions (5)
kerinb/CS4404-Machine-Learning-Assignment-2
Dec 2017 - Jan 2018
Contributions:4 commits, 1 branch in 1 month
kerinb/CS4521---Advanced-Computer-Architecture
Sep 2018 - Nov 2018
Contributions:63 pushes, 1 branch in 1 month
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