Elisabetta Ghisu
Senior Machine Learning Engineer at Cisco ThousandEyes
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolElisabetta Ghisu is a Senior Machine Learning Engineer with a decade of experience building and deploying deep learning, computer vision, and large language model solutions across industry and healthcare. After earning a PhD in Machine Learning from ETH Zurich focused on graph-structured and multi-modal medical imaging, she translated that research into impact as a data scientist at Novartis developing models for early drug discovery and now applies ML at scale at Cisco ThousandEyes. Her background spans academia and industry, including hands-on work with GNNs, multi-task learning, and productionizing pipelines from her Uber AI internship to enterprise environments. Known for bridging rigorous research with practical engineering, she brings a mathematician’s rigor and a demonstrated ability to integrate imaging and graph data into deployable ML systems.
10 years of coding experience
3 years of employment as a software developer
Erasmus Program, Mathematics, Erasmus Program, Mathematics at Aberystwyth UniversityMaster of Science (M.Sc.), Mathematics, Master of Science (M.Sc.), Mathematics at Eidgenössische Technische Hochschule ZürichDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at ETH ZürichBachelor's degree, Mathematics, Bachelor's degree, Mathematics at Sapienza Università di Roma
Italian, English, German
Github Skills (5)
pattern-recognition10
graph10
random-walk10
kernel-methods10
machine-learning9
Programming languages (1)
Github contributions (3)
BorgwardtLab/GraphKernels
Nov 2015 - Mar 2019
A package for computing Graph Kernels
Contributions:86 commits, 2 PRs, 90 pushes in 3 years 4 months
graph-computinggraph-kernelsmachine-learningkernelspattern-recognition
eghisu/GraphKernels
Nov 2015 - Nov 2015
Contributions:3 pushes, 1 branch in 1 day
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