Matej Macak
Director, Applied ML at Ellison Institute of Technology Oxford
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolMatej Macak is a Director of Applied ML based in London with 12 years of experience translating advanced research into operational AI capabilities across large organizations. He leads multidisciplinary engineering teams at the Ellison Institute of Technology to deliver analytics strategy, digital implementation, and AI tools that drive impact across multiple institutional programs. Previously a Partner at McKinsey, he combines high-level strategy and delivery rigor with a deep academic background—a PhD in Neuroscience from UCL and earlier research at Cambridge and Oxford—that informs his applied approach to complex, data-driven problems. Known for bridging research and product, he excels at turning neuroscience-grade rigor into practical ML systems and governance for mission-driven institutions.
12 years of coding experience
5 years of employment as a software developer
MSc. Neuroscience, MSc. Neuroscience at University of OxfordBa Hons Psychology (Cognitive Neuroscience), Ba Hons Psychology (Cognitive Neuroscience) at University of CambridgeUniversity College London
Stackoverflow
2,329reputation
258kreached
16answers
31questions
Github Skills (31)
pytorch10
parallel10
python10
machine-learning10
large-language-models10
reinforcement-learning10
java10
scaling10
llm10
hyperparameter-optimization10
deep-learning10
ray10
optimization10
data-science9
llm-inference9
Programming languages (2)
Github contributions (5)
matej-macak/Neuron_Vagrant
Feb 2014 - May 2018
Contributions:26 commits, 4 PRs, 17 pushes in 4 years 4 months
pythonjupyter-notebooknotebookjupyterneuron
matej-macak/VM-Setups
Aug 2018 - Dec 2024
Repository to store useful VM setup scripts including Vagrant and Docker for development.
Contributions:1 review, 92 PRs, 104 pushes in 6 years 5 months
vagrantvmsansiblelibvirtdocker
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