Guillaume Sautière
Staff Researcher at Qualcomm
Amsterdam, North Holland, Netherlands
Summary
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Senior🎓
Top SchoolGuillaume Sautière is a Staff Researcher at Qualcomm AI Research in Amsterdam with a decade of experience applying deep generative models to on-device video and audio compression. He progressed through research roles after Qualcomm’s acquisition of Scyfer, bringing practical expertise in data-efficient deep learning, active learning, and bridging research prototypes to edge deployments. His background spans biomechanics and machine learning certifications, reflecting a strong foundation in modeling physical systems and rigorous experimentation. Passionate about generative modeling, electronic music and clean code, he combines creativity with engineering discipline to squeeze more performance out of constrained hardware. Notably, he has applied reinforcement learning for chip power-performance management earlier in his career, showing a rare mix of systems-level and generative-model research.
10 years of coding experience
7 years of employment as a software developer
Expertise in Machine Learning, Expertise in Machine Learning at CourseraData Scientist, Data Scientist at DataQuest.ioCertification, Machine Learning, 8.5, Certification, Machine Learning, 8.5 at University of AmsterdamMaster of Science (M.Sc.), Biomechanical Engineering, Master of Science (M.Sc.), Biomechanical Engineering at Ecole nationale supérieure d'Arts et MétiersTheoretical Physics and Mathematics, A+, Theoretical Physics and Mathematics, A+ at Lycée Chateaubriand Rennes
Stackoverflow
41reputation
19kreached
2answers
1question
Github Skills (57)
pytorch10
parallel10
python10
data-science10
machine-learning10
reinforcement-learning10
deep-learning10
tensorflow10
gpu10
ray10
optimization10
pandas9
java9
numpy9
scaling9
Programming languages (4)
Github contributions (5)
naifrec/naifrec.github.io
Jul 2019 - Nov 2021
blog
Contributions:12 PRs, 106 pushes, 12 branches in 2 years 3 months
naifrec/gt-scrape
Sep 2020 - Oct 2020
Contributions:17 commits, 9 pushes, 1 branch in 29 days
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