Matej Sandor
PhD Student in Machine Learning Systems
Hey, I'm Matej! I'm a 2nd year PhD student in the Machine Learning Systems CDT at The University of Edinburgh, working with Dr. Luo Mai.
Research
I work on the intersection of machine learning and distributed systems. My research focuses on building cost efficient, scalable, and reliable infrastructure for training and deployment of large language models. I address system-level challenges in performance optimization and resource scheduling to support modern LLM workloads at scale.
Education
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PhD in Machine Learning SystemsThe University of Edinburgh · 2024 – Present
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BSc in Artificial Intelligence & Computer ScienceThe University of Edinburgh · 2020 – 2024
Publications
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OSDI 2026