Murat Guney
Director, AI Devtech at NVIDIA
Portland, Oregon, United States
Summary
👤
Senior🎓
Top SchoolMurat Guney is a Director of AI DevTech at NVIDIA with over a decade of experience optimizing deep learning and LLM workloads for modern GPUs. He blends low-level kernel tuning, mixed-precision techniques, and algorithmic redesign to lift performance across NLP, vision, recommender, and ASR systems. Earlier roles at NVIDIA and Intel MKL reflect deep expertise in high-performance computing, sparse/dense solvers, and computer architecture dating back to HPC research and a PhD in structural mechanics from Georgia Tech. Murat’s work spans creating novel APIs and quantized compute patterns as well as shipping production optimizations that bring applications closer to hardware peak. He leads engineering teams that translate research-grade numerical methods into deployable, efficient software, and is known for squeezing performance from both algorithmic and microarchitectural angles. Based in Portland, he combines academic rigor with hands-on GPU engineering to accelerate real-world AI deployments.
10 years of coding experience
22 years of employment as a software developer
PhD, Civil Engineering, Structural Mechanics, PhD, Civil Engineering, Structural Mechanics at Georgia Institute of TechnologyBS, MS, Civil Engineering, Structural Mechanics, BS, MS, Civil Engineering, Structural Mechanics at Orta Doğu Teknik Üniversitesi / Middle East Technical University
English, Turkish
Github Skills (23)
multiplication10
matrix9
keras9
backend9
high-performance8
deep-learning8
scikit-learn8
machine-learning8
matrix-multiplication8
hardware-acceleration8
onnx8
pytorch8
ai-framework7
triton7
inference7
Programming languages (1)
Github contributions (5)
efeguney/gemmlowp
Oct 2015 - Nov 2016
Contributions:7 PRs, 37 pushes, 17 branches in 1 year 1 month
precisionmatrix-multiplicationmatrixmultiplication
efeguney/hello-world
Oct 2015 - Aug 2016
Contributions:4 PRs, 5 pushes, 4 branches in 10 months
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