Ramyad Hadidi
Senior Staff -- ML Computer Architect at d-Matrix
United States
Summary
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Senior🎓
Top SchoolRamyad Hadidi is a Senior Staff ML Computer Architect with 11 years of experience bridging hardware and software to accelerate ML workloads, currently building low-TCO LLM inference datacenter accelerators with digital in-memory-compute at d-Matrix. He holds a PhD from Georgia Tech and an h-index of 22, reflecting impactful research in processing-in/near-memory, GPU/CPU architecture, and distributed ML for resource-constrained edge devices. Ramyad has led LLM workload analysis, SoC-level roofline and transaction modeling, and novel HW–SW mapping techniques for attention and GEMM to minimize memory footprint across SRAM and HBM. His background spans applied product optimization on edge platforms (Jetson, Snapdragon, ARM Ethos), prototyping on FPGA, and pioneering in-sensor and in-storage computing for CIS and SSDs. Colleagues rely on him for technically rigorous pathfinding, competitive analysis, and translating research into deployable accelerator designs. An uncommon thread across his work is combining deep theoretical insight with hands-on prototyping to close the loop from algorithm to silicon.
11 years of coding experience
10 years of employment as a software developer
Astrophysics and Astronomy International Olympiad Physics, Astrophysics and Astronomy International Olympiad Physics at Young Scholars ClubDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at Georgia Institute of TechnologyBachelor of Science Electrical Engineering, Bachelor of Science Electrical Engineering at Sharif University of Technology
Stackoverflow
107reputation
9kreached
1answer
7questions
Github Skills (60)
processor10
simulation10
simulator10
network-analysis10
architecture10
image-recognition10
heterogeneous10
iot-device9
networking9
one-time-password9
keras9
trace9
computer-vision9
jetson8
hpc8
Programming languages (7)
Github contributions (5)
parallel-ml/docs
May 2019 - Mar 2020
Wiki Page
Contributions:56 commits, 4 PRs, 55 pushes in 9 months
wikiwiki-page
ramyadhadidi/ramyadhadidi.github.io
Dec 2017 - Jul 2026
Contributions:1 PR, 143 pushes, 1 branch in 8 years 7 months
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