About Aymane
English
Native or bilingual
French
Native or bilingual
German
Basic
Arabic
Native or bilingual
Experience
- Institut Denis PoissonPhD Researcher: Deep Learning & MathematicsTECHDecember 2025 - Today (6 months)Orléans, France⋄ Development of artificial intelligence–based cosmetic image analysismethods to automate the evaluation of facial youth-related characteristics.⋄ Design and adaptation of deep learning models (segmentation and classification) based on CNN architectures to improve the accuracy and robustnessof the analyses. ⋄ Exploitation of analysis results to assess the effectiveness of cosmetictreatments and to study correlations between youth indicators and treatmenttypes.
- Orange InnovationDeep Learning & Computer Vision EngineerTELECOMMUNICATIONSMarch 2025 - August 2025 (5 months)Belfort, France⋄ Improvement of a deep learning model for the automatic extraction ofwalls, doors, and windows from architectural floor plan images. ⋄ Optimization of model architecture, hyperparameters, and data augmentation techniques to enhance accuracy. ⋄ Development of post-processing methods to refine vectorization, includingpoint realignment and segment merging.
- HANDDDLE SASMachine Learning & Computer Vision EngineerTECHMarch 2024 - August 2024 (5 months)Bordeaux, France⋄ Design and development of an AI and computer vision solution for industrial data processing. Implementation of approaches to extract relevantinformation from production videos, in the industrial domain, to detect errors, combining mathematical methods and artificial intelligence to analyze and structure the data.
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Education
- Master's degreeMaster's degree
- PhDPhD