Tugrul Konuk

Principal Research Scientist at NVIDIA

Houston, Texas, United States
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Summary

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Tugrul Konuk is a Principal Research Scientist at NVIDIA with six years of experience applying deep learning, large-scale numerical optimization, and high-performance computing to problems in computational earth science. He holds a PhD in Geophysics from Colorado School of Mines and combines strong mathematical foundations with hands-on expertise in time series analysis, large-scale numerical modeling, and optimization methods. His career spans industry and academia—from computational geoscience roles at PETRONAS and research at the Center for Wave Phenomena to research internships at Microsoft and Shell—giving him a rare perspective on both applied research and production ML systems. At NVIDIA he has progressed rapidly through senior research and architecture roles, translating cutting-edge research into scalable, GPU-accelerated solutions. Colleagues describe him as someone who blends rigorous theory with practical engineering, often surfacing domain-specific insights that improve model fidelity and performance.
code6 years of coding experience
job8 years of employment as a software developer
bookMaster's degree Geophysical Engineering, Master's degree Geophysical Engineering at Çanakkale Onsekiz Mart University
bookMaster's degree Geophysical Engineering, Master's degree Geophysical Engineering at Univerzita Komenského v Bratislave
bookDoctor of Philosophy - PhD Geophysics, Doctor of Philosophy - PhD Geophysics at Colorado School of Mines
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Github Skills (27)

speaker-diarization10
speech-to-text10
machine-translation10
language-model10
speech-synthesis10
multimodal10
text-normalization10
large-language-models10
nmt10
deep-learning10
generative-ai10
speaker-recognition10
natural-language-processing10
asr10
conversational-ai10

Programming languages (1)

Python

Github contributions (5)

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ertkonuk/transformers

Jun 2023 - Nov 2023

Contributions:44 pushes, 1 branch, 1 tag in 4 months
ertkonuk/NeMo

Nov 2022 - Oct 2023

NeMo: a toolkit for conversational AI
Contributions:29 pushes, 4 branches in 11 months
nlpconversationalconversational-aichatbotnemo
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Tugrul Konuk - Principal Research Scientist at NVIDIA