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Hanieh Ajami

Hanieh Ajami

Computer vision engineer, Data Scientist
Edwardsville, Township of Edwardsville, Madison

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About Hanieh Ajami:

Accomplished Computer Vision Engineer with a Master's in Electrical and Computer Engineering, specializing in deploying advanced machine learning and deep learning frameworks to solve challenging problems in medical image analysis. Demonstrated success in developing algorithms that improved diagnosis accuracy and efficiency in clinical settings. Adept at leading enhancement projects for analytical software tools, ensuring robust application performance and user-centric optimization. Committed to leveraging expertise in AI and computer vision to innovate and enhance project outcomes in a dynamic team environment.

Experience

Computer Vision and Image Processing MATLAB Toolbox Developer, Southern Illinois University Edwardsville| Edwardsville, IL| Jun 2023 - May 2024

  • Spearheaded and optimized the CVIPtools MATLAB toolbox library through the development and integration of well-tested image-processing algorithms for image restoration, enhancement, and compression ensuring the code's robustness and correctness for this MATLAB version.
  • Proactively migrated the CVIPtools MATLAB toolbox GUIDE app to an App Designer app, maintaining compatibility with future MATLAB versions. This 100% accurate migration ensures the long-term usability and maintainability of the CVIPtools GUI.
  • These comprehensive approaches culminated in a new version of the CVIPtoolbox for MATLAB, launched on the CVIPtools website, empowering developers and computer vision and image processing engineers worldwide.

CVIPtools Website Maintainer, Southern Illinois University Edwardsville| Edwardsville, IL | Jun 2023 - May 2024

  • Maintained and troubleshooted the CVIPtools website using WinSCP, PHP, and MySQL to ensure data accuracy, website functionality, and a seamless user experience.
  • Identified and resolved technical issues such as database inconsistencies, broken links, formatting, and compatibility issues. Achieved a 100% success rate in resolving existing problems. 
  • Incorporated the latest developments, resources, and announcements related to the CVIPtools project and the broader field of computer vision by updating website content. 
  • Teaching Assistant| Lab Instructor, Southern Illinois University Edwardsville | Edwardsville, IL | Jan 2023 – May 2024
  • Designed laboratory material, evaluated reports, graded quizzes, and supervised Circuit Analysis 2 class.
  • Introduced major aspects of analog circuits and testing using breadboards, DC power supplies, function generators, and oscilloscopes.
  • Managed classes of more than 50 students with multiple lab times per week. 

Education

M.Sc. Electrical and Computer Engineering, Southern Illinois University Edwardsville | Edwardsville, IL | GPA: 3.6/4.0. | May 2024 

• Thesis Title: “Disentangled Representation Learning Vs Resnet 18 For White Matter Lesion Detection in Multiple Sclerosis: A Comparative Study Including PCAEClassifier, BETAVAEClassifier, and Resnet 18” 

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