Mohammad Ewais
ML HPC Architect at University of Toronto
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolMohammad Ewais is an ML/HPC architect and PhD candidate in Computer Engineering at the University of Toronto with eight years of experience spanning ASIC/FPGA design, compiler development, and datacenter memory research. At AMD he architects datacenter GPUs and models new features end-to-end—creating workloads, simulator-based proofs of concept, and ROI analyses that bridge silicon constraints and ML performance needs. His doctoral work focuses on disaggregated memory hierarchies, having built a large-scale distributed architecture simulator to quantify network and memory tradeoffs and plan open-source release. Earlier roles include LLVM backend and Virtual ISA design at Huawei and FPGA virtualization/orchestration for Kubernetes at U of T, showing a rare mix of low-level hardware design, compiler toolchain expertise, and cloud-native deployment. He brings practical production instincts from silicon and toolchain projects together with deep research experience in memory systems and cache compression, often implementing simulators and prototypes from scratch. Based in Toronto, he combines academic rigor with industry delivery to drive architecture features that measurably improve ML datacenter efficiency.
8 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Electronics and Communications Engineering, Bachelor's degree, Electronics and Communications Engineering at Alexandria UniversityMaster of Applied Science, Computer Engineering, Master of Applied Science, Computer Engineering at The University of British ColumbiaDoctor of Philosophy - PhD, Computer Engineering, Doctor of Philosophy - PhD, Computer Engineering at University of Toronto
Arabic, English
Stackoverflow
1,337reputation
154kreached
9answers
58questions
Github Skills (83)
scheduling10
mesos10
kubernetes10
go10
docker10
linux9
simulator9
verilog9
instrumentation9
windows9
parser9
profiling9
kubernetes-monitoring9
fpga8
preprocessor8
Programming languages (8)
Github contributions (5)
mewais/everyrc
Apr 2020 - Aug 2025
Contributions:10 pushes, 1 branch in 5 years 5 months
mewais/OnlineResume
Jun 2020 - Oct 2025
A customizable interactive online resume based on Plotly and Dash.
Contributions:34 pushes in 5 years 4 months
dashplotlypythonvisualizations
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