Assia YAKOUB Computer Science and Arabic Teacher
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I am Assia YAKOUB, a software and data processing engineer with four years of hands-on experience in computer vision, image processing, deep learning, and machine learning. I have three years of experience teaching computer science independently and six months of teaching Arabic online via Preply.

Through my academic and professional journey, I have developed and implemented cutting-edge solutions using deep learning techniques, particularly in computer vision. My expertise includes designing and deploying convolutional neural networks (CNNs) for medical images to extract meaningful features and address complex problems. Additionally, I have used advanced data preprocessing techniques to enhance model performance and have adeptly navigated the challenges of limited datasets by leveraging various strategies. I take pride in my ability to fine-tune pre-trained models, optimize hyperparameters, and integrate the latest advancements in deep learning to deliver innovative and precise solutions.

A significant highlight of my career is the application of deep learning to medical image diagnosis. This includes classifying COVID-19 from X-ray images using a CNN model and developing an advanced AI method for automated detection and glaucoma classification in color-fundus images. My contributions to thyroid lesion diagnostic assistance also stand out. These achievements are detailed in my research papers accepted by ISPA 2024, demonstrating my commitment to advancing medical imaging processing technology.

Subjects

  • Arabic Beginner-Expert

  • Computer Science Beginner-Expert

Experience

  • Arabic tutor (Feb, 2023–Present) at Preeelance Via Preply
    Teach Arabic online
  • Computer Vision Scientist (Jan, 2023–Jun, 2023) at Algek, Algeria
    • Spearheaded the development of an AI technique to detect and classify glaucoma on color fundus images.
    • Conducted in-depth literature reviews to analyze current technological trends in the field.
    • Tested multiple CNN models using deep and progressive learning strategies to enhance model performance.
    • Proficiently utilized development tools such as Python, TensorFlow, Keras, and PyCharm.
  • Software Engineer (Jun, 2021–Jun, 2024) at infotrum LLC, Freelance, US
    • Trained a chatbot proficient in responding to coding inquiries and resolving algorithmic challenges.
    • Leveraged generative AI technology to facilitate interactive problem-solving capabilities.
    • Proficient in programming languages including Python, JavaScript, C, C++, and SQL.

Education

  • Software and Data Processing Engineering (Oct, 2021–Jul, 2023) from Mhamed Bougara University, Boumerdes
  • oftware and Information System Engineering (Oct, 2018–Jul, 2021) from Mhamed Bougara University, Boumerdes

Fee details

    DA1,200–3,000/hour (US$8.85–22.12/hour)

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