Karlo Basioli
Software Engineer, CPU Compiler And Machine Learning Infrastructure at Google
United Kingdom
Summary
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Rockstar🎓
Top SchoolKarlo Basioli is a software engineer specializing in CPU compilers and machine learning infrastructure, bringing five years of industry experience and an academic background with an MSc in Computer Science and Mathematics and a BSc in Mathematics. He has progressed from numerical maths and student roles to engineering positions at Mireo and Meta before focusing on ML performance at Deep Render and now at Google. Karlo’s work sits at the intersection of low-level performance optimization and practical ML deployment, optimizing models to run efficiently on CPU targets. Colleagues describe him as analytically rigorous and comfortable translating mathematical insights into production-grade code. Based in the UK, he combines a strong theoretical foundation with hands-on performance tuning that often uncovers non-obvious bottlenecks in ML pipelines.
5 years of coding experience
4 years of employment as a software developer
Master's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at University of Zagreb/Sveuciliste u Zagrebu
Github Skills (40)
modular10
llvm10
toolchain10
clang10
classification9
pruning9
compiler9
nlp8
computer-vision8
compression8
natural-language-processing8
quantization-aware-training8
diffusion-models8
semantic-segmentation8
openvino8
Programming languages (3)
Github contributions (5)
basioli-k/Ricochet-Robots
May 2021 - Jul 2021
Contributions:47 commits, 13 pushes, 1 branch in 2 months
basioli-k/llvm-project
Jan 2025 - Mar 2025
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
Contributions:13 pushes, 17 branches in 2 months
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