À propos de Aymane
Anglais
Bilingue ou natif
Français
Bilingue ou natif
Allemand
Notions
Arabe
Bilingue ou natif
Expériences
- Institut Denis PoissonPhD Researcher: Deep Learning & MathematicsHIGH TECHdécembre 2025 - Aujourd'hui (6 mois)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 EngineerTÉLÉCOMMUNICATIONSmars 2025 - août 2025 (5 mois)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 EngineerHIGH TECHmars 2024 - août 2024 (5 mois)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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Formations
- Master's degreeMaster's degree
- PhDPhD