Olivier Valery
Deep Learning Researcher at AudioShake
Greater Paris Metropolitan Region France
Summary
👤
Senior🎓
Top SchoolOlivier Valery is a Deep Learning Researcher with a PhD and nine years of experience building and optimizing computer vision and embedded AI systems for real-world products. He led R&D at an early-stage startup to develop video-based gesture recognition and shoplifting detection, including GDPR-compliant people blurring, and productionized models on edge devices using TensorRT, OpenVINO and TVM. His background spans mobile and cloud optimization—achieving large speed and memory gains through pruning, quantization, low-precision arithmetic, transfer learning and parallel processing techniques. Now at AudioShake he applies custom audio preprocessing and parallel inference acceleration techniques, reflecting a consistent focus on squeezing high performance from constrained hardware. Fluent in both research and deployment, he pairs academic rigor with hands-on engineering to move state-of-the-art models into production.
9 years of coding experience
13 years of employment as a software developer
Master's degree Department of Computer Sciences and Mathematics, Master's degree Department of Computer Sciences and Mathematics at Université du Québec à ChicoutimiPh.D Computer and Information Engineering, Ph.D Computer and Information Engineering at National Taiwan UniversityMaster's in Engineering Engineering with a specialization in Computer Sciences, Master's in Engineering Engineering with a specialization in Computer Sciences at EPF Engineering School
French, English, Chinese, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (118)
simplify10
bag10
darknet9
detectors9
yolov79
pytorch9
onnxruntime9
nvidia9
cli8
onnx8
command-line-tool8
python8
backend8
deep-learning8
gpu8
Programming languages (4)
Github contributions (5)
OValery16/gender-age-classification
Dec 2017 - Apr 2018
Contributions:14 commits, 1 PR, 12 pushes in 3 months
ageage-gendergendermachine-learningage-classification
OValery16/TransferCL
Jul 2017 - Jul 2018
TransferCL: an open framework for transfer learning on mobile device
Contributions:81 commits, 1 PR, 75 pushes in 1 year
mobile-devicetransfer-learningios
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