Aveen Hussein
Master's student @ITMO University
219
Birzhevaya Liniya, 14
Saint Petersburg, 197022
I am a Master’s candidate in System and Applied Software Engineering at ITMO University.
Currently, I work as a Research Assistant at the Institute of Laser Technology (ILT ITMO), where I develop real-time monitoring and control systems for laser welding quality inspection. My work involves building data augmentation frameworks using Stable Diffusion, implementing segmentation models, and creating multi-modal analysis pipelines with OpenCV and OCR technologies.
I hold a B.Eng. in Software Engineering and Intelligent Systems from the Higher Institute of Applied Sciences and Technology (HIAST) in Damascus, Syria, where I worked on autonomous vehicle simulations using deep reinforcement learning in Unity under the supervision of Dr. Imad Issa and Dr. Omar Hamdoun. I also contribute to urban planning simulations at the COSM Lab, where I work on my thesis supervised by Dr. Ivan Perl.
news
| Jun 27, 2025 | Happy to have participated at FLAMN 2025, presenting “INTELLIGENT WELD INSPECTION: MACHINE LEARNING-DRIVEN DEFECT DETECTION FOR AUTOMATED LASER WELDING QUALITY CONTROL.” |
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| Apr 18, 2025 | Our paper “Augmentation of Laser Welding Dataset through a combination of Evolutionary Optimization and Deep Learning” was accepted at GECCO-2025! |
selected publications
- Intelligent Weld Inspection: Machine Learning-driven Defect Detection for Automated Laser Welding Quality Control2025In: Proceedings of FLAMN 2025, p. 160