Krishna Somandepalli

Senior Research Engineer at Google DeepMind

New York, New York, United States
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Summary

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Krishna Somandepalli is a Senior Research Engineer at Google DeepMind with 12 years of experience building multimodal AI systems that bridge robust signal processing and multimedia content analysis. He holds a PhD from USC’s Viterbi School where he led the Media Informatics and Content Analysis group, developing multiview representation learning for applications such as character analysis and socio-economic studies of media. Prior roles at Google Research and multiple Google internships focused on self-supervised audio-visual emotion representation, federated affective computing, and animated media character tracking, demonstrating a strong track record of moving research into practical, scalable systems. His background in fMRI denoising and physiological artifact analysis at NYU Langone adds a rare cross-disciplinary expertise in neuroscience-grade signal quality to his machine learning work. Based in New York, he combines deep academic rigor with production-facing research at industry-leading labs, frequently exploring privacy-preserving and unlabeled-data learning paradigms.
code12 years of coding experience
job11 years of employment as a software developer
bookDoctor of Philosophy - PhD Electrical and Electronics Engineering, Doctor of Philosophy - PhD Electrical and Electronics Engineering at University of Southern California
bookBE Enginnering, BE Enginnering at University Visvesvaraya College of Engineering
bookPre University Physics Chemistry Maths Biology, Pre University Physics Chemistry Maths Biology at MES College of Arts, Commerce & Science
bookMS Electrical and Computer Engineering, MS Electrical and Computer Engineering at UC Santa Barbara
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Github Skills (30)

python10
machine-learning10
deep-learning10
tensorflow10
neural-network10
data-science9
ml9
deep-neural-networks9
multiset8
correlation8
movie7
self-organizing-map6
mri6
topological-data-analysis6
clustering5

Programming languages (3)

C++HTMLPython

Github contributions (5)

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Contributions:3 commits, 5 pushes, 1 branch in 1 year 4 months
usc-sail/mica-deep-mcca

Oct 2018 - Jan 2020

Deep Multiset Canonical Correlation Analysis - An extension of CCA to multiple datasets
Contributions:20 commits, 2 PRs, 8 pushes in 1 year 3 months
pytorchccadeep-learningdatasetcanonical-correlation-analysis
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Krishna Somandepalli - Senior Research Engineer at Google DeepMind