Aswin Mathews
Sr. Manager at AMD
United States
Summary
🤩
Rockstar🎓
Top SchoolAswin Mathews is a senior engineering leader with a Ph.D. in Electrical and Electronics Engineering and five years of industry experience progressing from technical roles to management at AMD. He has built and led teams focused on AI/ML frameworks and software delivery, earlier applying his engineering expertise to healthcare systems at GE Healthcare and to biomedical research during a postdoc at Johns Hopkins. Known for bridging deep technical knowledge with pragmatic product-driven engineering, he moves research ideas into production-ready systems. Based in the United States, he combines academic rigor with hands-on leadership, mentoring engineers while driving cross-functional collaboration. An uncommon strength is his track record of translating complex signal- and systems-level insights from his doctoral and postdoctoral work into scalable ML infrastructure decisions.
5 years of coding experience
7 years of employment as a software developer
Mahatma Gandhi UniversityDoctor of Philosophy (Ph.D.) Electrical and Electronics Engineering, Doctor of Philosophy (Ph.D.) Electrical and Electronics Engineering at Washington University in St. Louis
English, Malayalam, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (119)
transformers10
language-model10
python10
accelerator10
deep-learning10
gpu10
compression10
gpu-acceleration10
cudnn10
optimization10
nvrtc10
opencl10
cusparse10
distributed-training10
cublas10
Programming languages (6)
Github contributions (5)
amathews-amd/pytorch
Apr 2021 - Jun 2022
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:6 PRs, 52 pushes, 13 branches in 1 year 2 months
pythongpu-accelerationdeep-learninggpuacceleration
amathews-amd/FBGEMM
May 2022 - Jan 2023
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
Contributions:3 pushes, 3 branches in 8 months
matrix-multiplicationlinear-algebrafacebookmultiplicationmatrix
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