About Meryem
French
Fluent
English
Fluent
Arabic
Native or bilingual
Experience
- Capgemini EngineeringPython DeveloperSOFTWARE PUBLISHINGAugust 2021 - August 2022 (1 year)Rennes, France
- Berger-LevraultResearch and Development EngineerSOFTWARE PUBLISHINGApril 2019 - September 2020 (1 year and 6 months)Montpellier, France3D object detection in a point cloud scene:• Creation of a tool for converting 3D meshes to point clouds. • Preparation of the training dataset.• Training of the PointNet neural network.• Semantic segmentation and 3D object detection.Implementation of a demonstrator for the reconstruction of sewage networks using computer vision:• Collection of the dataset (GOOGLE STREET VIEW images...) and annotation.• Identification of manholes after retraining a convolutional neural network (YOLOv3).• Geographic identification of manholes by backward projection.• Development of a demonstrator for the designed and developed algorithms.
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Education
- Software Engineering Engineerensias2020
- Information Systems and Decision Support Engineerisima2020