CV
Contact Information
| Name | DUPAS Yoann |
| Professional Title | Ph.D Researcher / Engineer in Deep Learning and Computer Vision |
| yoann.dupas.pro@gmail.com | |
| Location | Chambéry, Auvergne-Rhône-Alpes 73000 |
Experience
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2022 - 2026 Grenoble, France
Ph.D Student
Orange / Laboratoire d'Informatique de Grenoble
Industrial Ph.D (CIFRE) on following subject : Advanced Early Fusion Approaches for Multimodal Image Fusion for Pedestrian and Vehicle Detection
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2021 - 2022 Chambéry, France
Research and Development Engineer
WiseBIM
Recherche et développement de nouvelles solutions de reconnaissance de document
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2021 - 2022 Chambéry, France
Internship
WiseBIM
Développement de réseaux de neurones profonds de type CNN avec Keras et Tensorflow. Création et annotation de nouvelles bases d’apprentissage.
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2020 - 2020 Sophia-Antipolis
Internship
Laboratoire I3S – Université Côte d’Azur
Participation aux travaux d’un doctorant pour la recherche et le développement de réseaux de neurones profonds (LSTM, GAT).
Education
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2022 - 2026 Grenoble, France
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2018 - 2021 Tours, France
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2016 - 2018 Tours, France
Preparatory Cycle for Engineering Schools
Polytech Tours
Skills
Deep Learning: CNN, Transformers, Attention Mechanisms, LSTM, GAT, PyTorch, TensorFlow, Keras, Inference Optimization, Data Annotation, Edge Deployment, Embedded AI, Efficient AI, Quantization
Computer Vision: Multimodal Image Processing, Multimodal Fusion, Attention-based Fusion, Ultralytics (YOLOv8, RT-DETR), LiDAR Processing, Real-time Object Detection, Semantic Segmentation
Computer Science: MLOps, CI/CD, Git, LaTeX, Microsoft 365, Python, C++, C, C#, Java, Docker, Ruby
Research & Soft Skills: Scientific Research, Peer-reviewed Publications, International Conferences, Patents, R&D Project Management, Autonomy, Initiative, Technical Communication, Technological Watch, Curiosity, Open-mindedness, Mentoring
Languages
French : Native speaker
English : Fluent
Interests
Hobbies: Climbing, Hiking, Cooking, FPV Drone
Deep Learning: Agentic AI, LLM, Reinforcement Learning
References
- Dr. Olivier Hotel
Company Supervisor during the Ph.D. Contact : oliver.hotel [at] orange [dot] com
- Dr. Grégoire Lefebvre
Company Supervisor during the Ph.D. Contact : gregoire.lefebvre [at] orange [dot] com
- Pr. Christophe Cérin
Academic Supervisor during the Ph.D. Contact : christophe.cerin [at] univ-paris13 [dot] fr