Matthew Brookhart
Principal Engineer at NVIDIA
Salt Lake City, Utah, United States
Summary
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Rockstar🎓
Top SchoolMatthew Brookhart is a Principal Engineer with a PhD in Physics and nine years of experience transforming applied mathematics into production-grade AI and compiler software. He has led teams and shipped deep learning compiler and runtime work at Intel, OctoML, Modular, and now NVIDIA, specializing in bridging research-grade models to optimized, heterogeneous hardware execution. His background in computational lithography and experimental plasma diagnostics gives him an uncommon blend of precision instrumentation, predictive modeling, and systems-level engineering. Known for turning complex math into efficient code, he favors principled engineering and will not compromise on ethics or forced-arbitration contracts. Based in Salt Lake City, he is a physicist-turned-ML engineer who thrives on hard problems that sit at the intersection of algorithms, compilers, and hardware.
9 years of coding experience
17 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Physics, Doctor of Philosophy (Ph.D.) Physics at University of Wisconsin-MadisonBachelor of Science (B.S.) Double Major in Physics and Applied Mathematics, Bachelor of Science (B.S.) Double Major in Physics and Applied Mathematics at University of IdahoBonneville High School
Stackoverflow
101reputation
10kreached
0answers
1question
Github Skills (80)
programming-language10
dep10
dataflow10
python10
mxnet10
metal10
code-generation10
deep-learning10
gpu10
gpu-acceleration10
portable10
spirv10
opencl10
tvm10
javascript10
Programming languages (9)
Github contributions (5)
mbrookhart/tvm
Feb 2020 - Sep 2022
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Contributions:1 review, 6 PRs, 743 pushes in 2 years 7 months
cpugpu-programminggpu-accelerationtvmdeep-learning
NervanaSystems/incubator-mxnet
Aug 2018 - Mar 2019
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Contributions:7 PRs, 66 pushes, 6 branches in 7 months
pythonschedulerfeature-storedataflowmutation
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