Lucian Carata
Research Engineer at XBOW
Cambridge, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolLucian Carata is a research engineer based in Cambridge with 17 years of experience at the intersection of systems research and production-grade ML infrastructure. He holds a PhD from the University of Cambridge focused on data provenance and distributed systems and spent seven years there driving low-level OS/hypervisor tracing, root-cause analysis and I/O optimisation. After academic research he transitioned to industry roles at Seldon leading architecture, engineering and MLOps efforts to measure and optimise efficient model serving, and he now works as a Research Engineer at XBOW. Lucian combines deep systems thinking with hands-on engineering for production ML, able to trace performance problems from hardware-level events to deployed services. His background includes internships at Google and Microsoft, reflecting early exposure to large-scale infrastructure teams. Colleagues would note his unusual blend of academic rigor and pragmatic optimisation focus that repeatedly turns provenance insights into measurable production gains.
17 years of coding experience
10 years of employment as a software developer
PhD, Computer Engineering, PhD, Computer Engineering at University of CambridgeMaster's degree, Distributed Systems, Master's degree, Distributed Systems at Gheorghe Asachi Technical University of IașiBaccalaureate, Mathematics and Computer Science, Baccalaureate, Mathematics and Computer Science at Colegiul Costache Negruzzi Iasi
Github Skills (29)
kubernetes10
monitor10
machine-learning-models10
data-science10
machine-learning10
mlops10
xgboost9
seldon-core9
lightgbm9
scikit-learn9
python8
mlflow8
inference8
src7
bengali7
Programming languages (8)
Github contributions (5)
lc525/luciancarata_CV
Oct 2010 - Jan 2013
Contributions:8 commits in 2 years 3 months
lc525/cytrus
May 2009 - Jun 2014
Contributions:83 commits in 5 years 1 month
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