تفاصيل العمل

Developed an AI-powered classification system to distinguish between malignant and benign tumors using structured medical data.

The solution combines machine learning (SVM) and deep learning models to improve prediction performance and provide reliable diagnostic support.

What I delivered:

End-to-end ML pipeline (data preprocessing → modeling → evaluation)

Classification models (SVM + Neural Network)

Performance comparison and analysis

Business / Practical Value:

Assists in early cancer detection

Reduces diagnostic errors

Supports healthcare decision-making

بطاقة العمل

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