Andrew Mundy
Staff Engineer at Arm
South Norfolk, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolAndrew Mundy is a Staff Engineer at Arm with 13 years' experience translating research ideas into production-quality machine learning software and kernels for experimental computer architectures. He specializes in metaprogramming and code generation for high-performance GEMM and ML kernels, numerical improvements to fast convolution algorithms (Winograd), and mapping spiking neural networks and the Neural Engineering Framework onto massively parallel SpiNNaker hardware. His background blends a PhD in computer science with hands-on machine management and routing-compression techniques for constrained distributed machines, giving him unusual depth in both low-level optimization and system-scale mapping. Colleagues know him for squeezing accuracy and performance out of novel architectures and for turning complex neuroscience models into runnable, optimised systems.
13 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at The University of ManchesterBEng, Electrical & Electronic Engineering, 1st Class (Hons), BEng, Electrical & Electronic Engineering, 1st Class (Hons) at University of Newcastle-upon-Tyne
German, French, English
Github Skills (51)
armv710
structures9
python9
linux9
placement9
opencl9
partitioning9
armv89
neon9
android9
sve9
neuroscience9
spinnaker9
cpp9
simd9
Programming languages (4)
Github contributions (5)
project-rig/rig_routing_tables
Jan 2016 - Dec 2016
Contributions:53 commits, 11 PRs, 42 pushes in 10 months
minimizationimplementationsfasterroutingrouting-table
project-rig/nengo_spinnaker
Apr 2015 - May 2017
SpiNNaker based Nengo simulator.
Contributions:6 releases, 185 PRs, 521 pushes in 2 years 1 month
simulatorsimulationnengospinnakerneural-networks
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