I'm a software and data processing engineer with a proven track record of four years in computer vision, deep learning, machine learning, and web application development. With a strong academic background and practical experience, i has honed expertise in designing and deploying convolutional neural networks (CNNs) for medical image analysis.
A significant highlight of my career is the application of deep learning to medical image diagnosis, focusing on COVID-19 cases. In this project, I employed a CNN model to differentiate chest X-ray images as normal or indicative of COVID-19. Furthermore, I developed an advanced AI method for the automated detection and classification of glaucoma in color fundus photographs. This achievement was made possible through a blend of progressive and deep learning techniques, as outlined in my research paper, "Progressive Deep Transfer Learning for Accurate Glaucoma Detection in Medical Imaging." I also played a pivotal role in "Application of Deep Transfer Learning in Medical Imaging for Thyroid Lesion Diagnostic Assistance." These papers, which have been accepted by ISPA 2024 and are currently pending publication, demonstrate my commitment to advancing medical imaging technology.
๐ Nationality | ๐ฉ๐ฟ Algeria |
๐ก Residency | ๐ฉ๐ฟ Algeria |
๐ Location | ๐ฉ๐ฟ Algeria |
Remote OK | rok.co/@assia_yakoub |
https://www.linkedin.com/in/assia-yakoub-1489a1230 | |
Skilled in | python java java script r htm css react typescript redux php c c plus plus matlab sql front end tensorflow keras pytorch pandas numpy opencv scikit learn software engineering data processing computer vision machine learning deep learning generative ai data visualization jupyter notebook google colab git pycharm communication adaptability problem solving analytical thinking time management |
Fluent in | englishfrenchrabicgerman |
Preferred timezone | europe time zone +1 |
Preferred annual pay (min) | $24,000/year |
Preferred hourly pay (min) | $13/hour |
Last seen | 9 months ago |
Signed up | 9 months ago |
Badges |
๐จ Maker ๐ Early adopter |
6-2023 - 12-2023: Software engineer @ digtil
1-2023 - 6-2023: Computer Vision Scientist @ Algek
2023 - 2023: Application of Deep Transfer Learning in Medical Imaging for Thyroid Lesion Diagnostic Assistance
2023 - 2023: Progressive Deep Transfer Learning for Accurate Glaucoma Detection in Medical Imaging
2021 - 2021: Application of deep learning to the diagnosis of medical images: case of Covid-19
2021 - 2023: Master of Software and Data Processing Engineering @ MHAMED BOUGARA UNIVERSITY
2018 - 2021: Bachelor of Information Systems and Software Engineering @ MHAMED BOUGARA UNIVERSITY