Vincent Hernandez
Lecturer at GVLAB (Tokyo University of Agriculture and Technology - Japan)
Chiyoda, Japan
Summary
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Senior🎓
Top SchoolVincent Hernandez is a biomechanics researcher and data scientist with nine years of experience applying deep learning and time-series data mining to human action recognition, rehabilitation, and clinical motor-state detection. Currently a Lecturer at The University of Tokyo and an adjunct associate professor at GVLAB, he combines IMU, Wii Balance Board, VR/AR, LeapMotion and smartwatch sensor data to build interpretable 2D visualizations and adaptive rehabilitation games. His work spans convolutional and recurrent architectures, adversarial and variational autoencoders, and signal decomposition methods like Empirical Mode Decomposition and Singular Spectrum Analysis to boost classification of Parkinson’s and other motor disorders. Vincent bridges academia and industry—having partnered with the Push company and led VR/AR rehab projects—bringing both rigorous PhD-level biomechanics insight and practical product-focused engineering. An often-overlooked strength is his focus on making complex multivariate time-series models human-interpretable, enabling clinicians and designers to act on model outputs.
8 years of coding experience
4 years of employment as a software developer
Master's degree, Rehabilitation, Disability & Motor Performance Engineering, Honor, Master's degree, Rehabilitation, Disability & Motor Performance Engineering, Honor at Université de PoitiersDoctor of Philosophy - PhD, Biomechanics, Highest honor, Doctor of Philosophy - PhD, Biomechanics, Highest honor at Université de ToulonBachelor of Science - BS, Ergonomics in sport and physical activity, Bachelor of Science - BS, Ergonomics in sport and physical activity at Université Rennes 2
French, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
prediction7
deep-learning3
neural-network2
Github contributions (5)
HernandezVincent/FFS-ANN
Jun 2017 - Apr 2018
Contributions:26 commits, 2 PRs, 21 pushes in 11 months
artificial-neural-networkpredictiondeep-learningmusculoskeletalartificial
HernandezVincent/OpenSim
Jul 2017 - Jul 2019
Contributions:33 pushes, 1 branch in 1 year 11 months
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