Dmitry Duplyakin

Senior Architect at NVIDIA

Lafayette, Colorado, United States
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Summary

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Senior
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Dmitry Duplyakin is a Senior Architect at NVIDIA with 13 years of experience specializing in datacenter modeling, HPC, and large-scale AI/ML infrastructure. He combines deep academic training (PhD, University of Colorado Boulder) with extensive operational experience analyzing tens of millions of HPC jobs and leading analytics for national lab clusters. His work spans benchmarking, job runtime and queue-wait prediction, energy efficiency, and design-of-experiment methods, with publications and studies that bridge systems research and practical cluster operations. Earlier research included a multi-year study of a 2,200-server multi-site testbed and contributions to renewable energy analysis tools like WindWatts that gained Wall Street Journal attention. Dmitry is motivated by tackling hard, scalable problems and translating predictive models into operational impact for computing infrastructure. Based in Lafayette, Colorado, he blends rigorous research instincts with hands-on production experience in datacenter-scale systems.
code13 years of coding experience
bookDoctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at University of Colorado at Boulder
bookBS, Applied Mathematics and Computer Science, BS, Applied Mathematics and Computer Science at Samara State Aerospace University
bookMaster of Science (MS), Computer Science, Master of Science (MS), Computer Science at University of Colorado Boulder
languagesEnglish, Russian
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180reputation
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11answers
3questions
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Github Skills (46)

molecule7
cpp6
jupyter-notebook6
optimization6
mean6
conditional-statements6
machine-learning6
indexing6
python6
dataframe6
datetime6
pandas6
bokeh6
reinforcement-learning6
tensorflow5

Programming languages (6)

C++CHTMLJupyter NotebookRubyPython

Github contributions (5)

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NREL/dw-tap-api

Oct 2020 - Feb 2025

Contributions:2 PRs, 104 pushes, 4 branches in 4 years 4 months
emulab/chef-repo

Dec 2015 - May 2019

Contributions:15 PRs, 10 pushes, 2 branches in 3 years 5 months
derivedchef
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Dmitry Duplyakin - Senior Architect at NVIDIA