About Rayan Samy
French
Native or bilingual
English
Fluent
Experience
- Sorbonne UniversitéStagiaire en Deep LearningENVIRONMENTALMarch 2021 - Today (5 years and 3 months)Paris, France- Reading Xarray dataset of geo satelitte collection and compute true color images.- Apply Image-Embedding technique using a mixture of pretrained models and fully-connected MLP.- Using PCA and then computing clustering labelization.- Analysis of mult-scale results of the approach using statistical metrics and visual analysis ( feature maps visualization, GradCAM ..ect ).
- Laboratoire d'Intelligence ArtificielleStagiaire en Intelligence ArtificielleRESEARCHOctober 2017 - June 2018 (8 months)Alger, Algeria- End of bachelor project. ( with a mark of 17/20 ).- Crawling and scrapping a website to create personalized dataset and bypassing bot protection.- Apply tokenization and deletion of stop words.- Train and evaluate a model for 3 languages : English, French and Arabic.- Developing a GUI application as an intelligent file explorer using the trained models.
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Education
- Master 2 Computer VisionSorbonne UniversitéDeep learning,Pattern recognition for image analysis and interpretation, Advanced image processing (morphological filters, segmentation), Advanced Technique in Computer VISION, Seminars and practices in images, Biomedical imaging.
- Master 1, Intelligent computer science systemsU.S.T.H.B2019Meta-heuristics, Technology of Agents, Machine Learning, Problem solving, Algorithms Complexity..