cv

Basics

Name Aveen Hussein
Label Software Engineering & AI Research
Email aveen.hussein@niuitmo.ru
Phone 7 (985) 794-9129
Url https://aveen007.github.io
Summary Master's candidate in System and Applied Software Engineering at ITMO University. Research focus on industrial automation, computer vision, and autonomous systems. Experienced in machine learning, simulation development, and software engineering.

Work

  • 2025.01 - Present
    Research Assistant
    Institute of Laser Technology (ILT ITMO)
    Advanced research in computer vision and automation for industrial quality control.
    • Expanded and refined the automation pipeline initiated during the internship
    • Achieved real-time monitoring and control for laser welding quality inspection
    • Applied OpenCV edge detection and OCR techniques for multi-modal data analysis
    • Presented automation pipeline at GECCO and FLAMN 2025 conferences
  • 2024.10 - 2025.01
    Computer Vision Engineer (Internship)
    Institute of Laser Technology (ILT ITMO)
    Computer vision research and development for laser welding defect detection automation.
    • Initiated the development of an automation pipeline for defect detection in laser welding processes
    • Built the foundation for a data augmentation framework using Stable Diffusion to generate synthetic images for rare classes
    • Addressed dataset imbalance through advanced data augmentation techniques
  • 2024.09 - Present
    Research Assistant
    COSM Lab
    Traffic system development for large-scale urban simulation.
    • Developed a traffic system for a large-scale online city building simulator using Godot Engine
    • Integrated the system into the 'world dynamic' project for future scalability
    • Working on traffic prediction algorithms for urban planning applications
  • 2024.01 - Present
    Python Mentor
    Women in Tech Program
    Teaching Python programming fundamentals to women entering tech careers.
    • Teaching Python programming fundamentals to women entering tech careers
    • Providing guidance on software development best practices and career development
    • Supporting participants in building practical programming projects
    • Helping bridge the gender gap in technology through education and mentorship

Volunteer

  • 2017.09 - 2017.12
    Physics Teacher
    National Center for the Distinguished
    Prepared Syrian team for International Physics Olympiad (IPhO).
    • Physics teacher for the Syrian team participating in the International Physics Olympiad IPhO
    • Mentored and prepared students for international physics competitions

Education

  • 2024.09 - 2026.06

    Saint Petersburg, Russia

    Master's Degree Candidate
    ITMO University
    System and Applied Software Engineering
    • Multi-level organization of software
    • System Software
    • DevOps
    • Architecture of high-load applications
  • 2019.09 - 2023.06

    Damascus, Syria

    Bachelor of Engineering
    Higher Institute of Applied Sciences and Technology
    Software Engineering and Intelligent Systems
    • Machine Learning
    • Natural Language Processing
    • Computer Vision
    • Computer Graphics

Awards

Certificates

Python Programming Mentor
Women in Tech Program 2024-01-01

Publications

Skills

Programming Languages
C#
C++
C
Assembly
Python
Java
JavaScript
PHP
Machine Learning & AI
PyTorch
scikit-learn
YOLOv8
Stable Diffusion
Computer Vision
Deep Learning
Reinforcement Learning
Development Tools & Frameworks
Unity
Unreal Engine
Docker
Flask
OpenCV
Pandas
Dask
Statsmodels
Languages
Arabic (Native)
English (C2)
Russian (B2)
French (B1)

Languages

Arabic
Native speaker
English
Proficient (C2)
Russian
Intermediate (B2)
French
Intermediate (B1)

Interests

Research Focus
Industrial Automation & Quality Control
Deep Learning for Computer Vision
Autonomous Systems & Simulation
Data Augmentation & Generative AI

References

Dr. Ivan Perl
Professor at ITMO University - ivan.perl@itmo.ru
Dr. Mikhail Sokolov
Researcher at ITMO University - mikhail.sokolov@itmo.ru
Dr. Omar Hamdoun
Professor at HIAST - Omar.Hamdoun@HIAST.edu.sy

Projects

  • 2024.01 - 2025.01
    Intelligent Weld Inspection System
    • Developed automated weld defect detection pipeline using YOLOv8 segmentation achieving 97.5% accuracy
    • Augmented dataset using Stable Diffusion and deep learning models, generating 4,537 synthetic weld images for rare defects
    • Implemented real-time monitoring and control system for laser welding quality inspection
    • Applied OpenCV edge detection and OCR techniques for multi-modal data analysis
  • 2022.01 - 2023.01
    Autonomous Vehicle Simulation
    • Led research coordination with 6 researchers across CV, Graphics, AI, and Systems Engineering
    • Implemented custom physics system in Unity simulating six distinct forces, LiDAR sensor, and cameras
    • Created dynamic traffic system using waypoint and pooling for 30 vehicles and 30 pedestrians
    • Compared DQN and DDQN control methods, achieving 30 km/h average speed using DQN
    • Integrated YOLOv8 and CLR-Net into Unity for real-time lane and object detection
    • Achieved 94% evaluation and ranked top graphics project for bachelor's thesis
  • 2024.01 - Present
    Urban Planning Traffic Simulation
    • Developing traffic system for large-scale online city building simulator using Godot Engine
    • Integrating system into 'world dynamic' project for future scalability
    • Working on traffic prediction algorithms for urban planning applications
    • Collaborating with COSM Lab research team on simulation development