Perry Gibson
Member Of Technical Staff at Fractile
United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolPerry Gibson is a Member of Technical Staff based in the UK with a decade of experience at the intersection of systems engineering and machine learning, specialising in across-stack optimisation of neural networks. He brings deep practical knowledge of compiler toolchains such as Apache TVM and MLIR, and a track record of moving research into production—ranging from HPC training and edge deployments to real-time object-detection products. His PhD work and postdoctoral research at the University of Glasgow focused on secure systems, including experiments with the Arm Morello/CHERI platform, reflecting a unique blend of security-aware systems thinking and ML optimisation. Perry has led technical projects in EU-funded industrial deployments, coached engineers in infrastructure and Docker, and consulted to launch multiple client-facing ML products. Currently at Fractile, he combines research rigour with hands-on engineering to shrink the gap between compiler-level optimisations and deployable ML solutions. An understated strength is his ability to translate complex low-level toolchain advances into practical, reproducible workflows for edge and HPC environments.
10 years of coding experience
1 year of employment as a software developer
MInf: Masters of Informatics, Informatics, MInf: Masters of Informatics, Informatics at The University of EdinburghDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at University of Glasgow
Github Skills (200)
language-model10
rsa-cryptography10
vim10
code-generation10
modular10
onnx10
darknet10
neural-network10
nlp10
data-science10
mobilenet10
visualization10
keras10
triton10
deep-neural-networks10
Programming languages (15)
Github contributions (5)
Wheest/incubator-tvm
Jul 2020 - Mar 2024
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Contributions:22 PRs, 66 pushes, 24 branches in 3 years 8 months
cpugpu-programminggpu-accelerationtvmdeep-learning
gicLAB/gicLAB.github.io
Feb 2022 - Sep 2023
Contributions:95 pushes, 1 branch in 1 year 6 months
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