About Takwa
Senior Computer Vision Engineer with a PhD and 5+ years of experience delivering industrial-grade image processing solutions. (France and Germany). Specialized in defect detection, OCR, and multi-camera systems. Proven ability to design, optimize, and deploy robust algorithms using Halcon, MATLAB, C++, and Python in real-world production environments.
Core expertise
Computer Vision & Image Processing
Defect Detection & Inspection Systems
OCR & Pattern Recognition
Multi-Camera Calibration & 3D Analysis
Industrial Vision Systems (Semiconductors, Aeronautics, Cosmetics, biometrics, Medicals)
French
Native or bilingual
English
Fluent
Arabic
Fluent
German
Conversational
Remote only
Primarily works remotely
Experience
- Brooks automationVision engineerApril 2025 - Today (1 year and 2 months) Developed image processing algorithms for semiconductor inspection systems Implemented defect detection and measurement solutions using Halcon Performed system calibration (camera, lighting, optics) Development of image processing algorithms with Halcon for FOUP inspection systems Conducted feasibility studies for customer requirements Collaborated with multidisciplinary teams
- R&D VISIONDevelopment & Research engineerMarch 2019 - September 2022 (3 years and 6 months)Paris, France• Cosmetic project: Development of Eyelashes and Eyebrow Analysis in Acquired 2D images to determinate the effect of cosmetic products.• Cameras Calibration and 2D image segmentation to extract Eyelash and Eyebrow regions on face Image.• Development of 2D image quality metrics.• Development of Eyelash Quantification parameters that characterize different typologies.• Aeronautic project: Development of new algorithms to detect in tomography/2D images, crack paths, defects... in a multilayer material.• Development of new algorithms for OCR detection using MvTec Halcon.• Development of new algorithms to calibrate multi-stereo cameras and to compute their geometric transformations.• Project management and drafting of the design and test deliverables that meet the requested specifications.• Technical environment: Matlab, C ++, Python, MvTec Halcon, CompareCloud.
- Safran STDevelopment & Research engineer in image processingJanuary 2016 - June 2018 (2 years and 5 months)Paris, France• Implementation of image quality metrics on tomography volumes.• Utilization of the CIVA software to generate 3D tomography volume simulations of degraded quality.• Reconstruction of 3D volumes.• Development of metrics in terms of image quality computable without reference based on reconstructed 3D simulated volumes.• Development of new algorithms to detect in tomography, crack paths in a multilayer material.• Project management and drafting of the design and test deliverables that meet the requested specifications.• Technical environment: Matlab, C ++, Python, Avizofire, CIVA simulation software (RT \ CT), VGStudio, ImageJ.
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Education
- Thesis. PhD degree in informatics and image processinESIEE-Paris, France2018● Thesis Title: Contributions to biometrics by the retina. ● Project Grade: Excellent
- Research Master at the Research Laboratory SITIENIT2013● Project Title: Passive-Blind Image Forgery Detection System for Digital Forensics Investigations. ● Project Grade: Excellent