My name is Reem Alghamdi. I'm a coding addict. I am currently pursuing a master's degree in Computer Science, while working as a teacher assistant at KAUST. I have experience in programming, machine/deep learning and software development. I like to explore new fields! My latest discoveries were in bioinformatics, computer graphics, scientific visualization and computer vision.
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Projects

Data
Data

Arabic Alphabet Sign Language Recognition

The project aimed at making a model that combines classical computer vision techniques with deep learning methods. This was achieved by using CNN for the deep learning part and interest point descriptors with ORB, which was then turned into BoVW via K-means and trained with MLP model. The CNN model and the MLP models were then trained jointly.

Choosing Threshold for Logistic Regression
Choosing Threshold for Logistic Regression

Breast Cancer Classification

The project aimed at classifying breast cancer data into benign or malignant using logistic regression. In addition to running some statistical tests and methods.

Performance of the Last 3 Models
Performance of the Last 3 Models

Classifying Detective Conan Episodes Based On Rating

In this project, a comparative study was made. The goal is to classify episodes as either high, low, or average rating. Many different machine learning algorithms were used, such as decision trees, k-nearest neighbor and so on.