Freelancer profile translated to English.
Back to original languageAbout Marwa
Hello,
I am a Doctor Engineer in Image Processing and Synthesis. Expert in Machine Learning and Computer Vision, I am comfortable with tools such as OpenCV, PyTorch, or Tesseract. I am also comfortable with compressed images and videos for real-time applications. I have a strong interest in programming robotic platforms. I have worked on several industrial projects related to structural inspection and non-destructive testing.
With strong interpersonal skills, the ability to work in a team, communicate, and listen. I am autonomous and I have a results-oriented and customer-service mindset. I have the ability to grasp the key challenges associated with a new process or technology, I demonstrate perspective, rigor, and writing skills.
I am open to working in various sectors.
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Can work on-site
Antony (up to 50km)
Experience
- ENGIE Lab CRIGENSenior Software Engineer Research DevelopmentENERGY AND UTILITIESFebruary 2020 - Today (6 years and 4 months)93240 Stains, FranceResearch engineer in AI and computer vision• Design and development of new image processing algorithms for:o autonomous drone for wind turbine inspection,o indoor inspection,o detection and recognition of QR codes, text, and objects of interest within the framework of a BIM project,o detection and localization of defects on PV panels,o training of detection and segmentation models for various lab application needs,o thermal image processing,o reconstruction of a 3D map based on drone image metadata,o drone tracking and motion estimation,o recognition of objects and people on a multi-camera system.• Programming and validation of object and person recognition algorithms (machine learning/deep learning) with ROS;• Integration of image processing algorithms into robotic platforms for autonomous navigation;• Adaptation of previously developed computer vision work at CRIGEN for autonomous navigation;• Writing reports, summaries, and deliverables;• Proposing ideas on all aspects of data processing strategy.
- TPSHProject Manager and Lead Engineer in Image ProcessingOctober 2018 - November 2019 (1 year and 1 month)Île-de-France, FranceProject Manager• Management of the implementation of a contactless control system for composite parts.• Development of new image processing algorithms to control and measure composite parts. Lead Engineer in Image Processing• Implementation of a contactless control system (robotic trajectory execution, camera calibration, and system installation at the client site)• Identification, implementation, robustness improvement, and validation of relevant algorithms, based on performance measurements on linear image sequences.• Identification, implementation, robustness improvement, and validation of algorithms for foreign object detection and handwriting recognition on composite parts (POC: Proof of Concept).
- Télécom SudParisStudy and Development Engineer in Multimedia (Image/Video Processing)April 2017 - December 2017 (8 months)Île-de-France, France
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Education
- PhD in Computer Science and Telecommunications, Image ProcessingInstitut Mines-Télécom Sud paris2017Doctorat en informatique et télécommunications, Traitement d'image
- Engineer, Computer Software EngineeringUniversité de La Manouba2011Ingenieur, Computer Software Engineering