Experience Level
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
English
Intermediate
Arabic
Fluent
Work Experience
Computer Vision Engineer at Independent Project
May 31, 2025 - May 31, 2025Developed a CNN-based dog breed classifier using TensorFlow, Keras and OpenCV. Implemented data augmentation, model training, and evaluation; achieved high accuracy.
Data Scientist at Independent Project
December 31, 2023 - December 31, 2023Bulldozer Price Prediction: built a regression/classification model to estimate used bulldozer prices from sales data. Used Random Forest, Scikit-Learn, Pandas; performed data cleaning and grid search optimization.
ML Engineer (Healthcare Analytics) at Independent Project
August 31, 2023 - August 31, 2023Heart Disease Prediction Project: developed a classifier to predict the likelihood of heart disease from medical records. Used Pandas, Scikit-Learn; evaluated with accuracy and confusion matrix.
Online Machine Learning & Data Science Course at Udemy / Zero to Mastery
June 1, 2023 - June 1, 2023Completed the Complete Machine Learning and Data Science: Zero to Mastery program.
Dog Breed Classification Project
May 1, 2025 - May 1, 2025Built a deep learning model using CNNs to classify dog breeds from images. Used TensorFlow, Keras, OpenCV. Applied data augmentation and achieved high classification accuracy.
Heart Disease Prediction Project
August 1, 2023 - August 1, 2023Built a classifier to predict the likelihood of heart disease based on medical records. Used Pandas, Scikit-Learn, Matplotlib, Seaborn. Evaluated using accuracy score and confusion matrix.
Bulldozer Price Prediction Project
December 1, 2023 - December 1, 2023Developed a regression model to predict the price of used bulldozers based on sales data. Used Random Forest Regressor, Scikit-Learn, NumPy, Pandas. Performed data cleaning and tuned the model with Grid Search CV.
Education
Bachelor of Software Engineering at University of Palestine
September 11, 2019 - November 6, 2025Qualifications
Certificate: Complete Machine Learning & Data Science - Zero to Mastery
January 1, 2023 - June 1, 2023Industry Experience
Software & Internet, Education, Healthcare, Life Sciences, Media & Entertainment, Professional Services
Experience Level
Expert
Expert
Expert
Expert
Expert
Intermediate
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