Hélène Tran
Artificial Intelligence Ph.D. Candidate
Clermont-Ferrand, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolHélène Tran is an AI Ph.D. candidate with nine years of hands-on experience building multimodal emotion recognition systems that fuse facial, vocal and textual signals for healthcare applications. She combines strong academic training (ENSIIE, University of Wollongong, University of Clermont Auvergne) with industry research experience—from deep learning for prostate MRI at Guerbet to front-end development of an open-source radiotherapy platform—bringing both model-building and product-minded engineering skills. Skilled in TensorFlow, PyQt, data augmentation and medical image preprocessing, she focuses on socially impactful projects and remote therapeutic education for chronic and mental health patients. Beyond research, she has led student and humanitarian initiatives, taught programming to youths, and organized international student integration efforts, reflecting a rare blend of technical depth and community commitment. Notably, her CIFRE thesis is being developed in partnership with a company and a lab, positioning her work for direct clinical transfer.
9 years of coding experience
1 year of employment as a software developer
Engineering Degree, Software Engineering, Engineering Degree, Software Engineering at ENSIIEMaster of Computer Sciences, Machine Learning and Big Data, Intelligent Systems, Master of Computer Sciences, Machine Learning and Big Data, Intelligent Systems at University of WollongongBaccalaureate, Sciences, Very Good distinction, Baccalaureate, Sciences, Very Good distinction at Collège Lycée EpinPreparatory class for grandes écoles, Mathematics and Physics, Preparatory class for grandes écoles, Mathematics and Physics at CPGE Lycée Paul ValéryDoctor of Philosophy, Artificial Intelligence, Doctor of Philosophy, Artificial Intelligence at University of Clermont Auvergne
French, English
Github Skills (34)
to-do10
radiation10
pydicom9
imaging9
nifti9
mri9
medical9
dicom9
medical-imaging8
python8
viewer8
matplotlib8
cross-platform7
vtk6
extensible5
Programming languages (2)
Github contributions (5)
helenetran3/MER-Databases-and-Emotion-Ambiguity
Sep 2021 - Feb 2022
Contributions:26 commits, 12 pushes, 1 branch in 4 months
helenetran3/MER-experiments
Feb 2022 - Jan 2023
Updated version of MultimodalDNN repository owned by University of Edinburgh Team G25 (first place in ACL 2018 Emotion Recognition Challenge using CMU-MOSEI data).
Contributions:2 PRs, 111 pushes, 5 branches in 11 months
multimodal-learningemotion-recognitionpytorchemotionplace
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