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SamahCS/README.md

👋 Hi, I'm Samah Abuayeid

🎓 Master's in Computer Science
💻 Data Science | Machine Learning | Deep Learning | AI in Healthcare

I am passionate about Artificial Intelligence and Data Science and enjoy working on projects that combine research, analytics, and real-world applications.

🔗 Find me here:

🔥 What you'll find here

✅ AI & ML Projects (Deep Learning, Data Analysis, Predictive Modeling)
✅ Research-related implementations
✅ Tutorials and experiments with Python

🛠️ Tools & Technologies

Python TensorFlow Keras Scikit-Learn Pandas NumPy Matplotlib SQL Google Colab Jupyter GitHub

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  1. Tarass--Absher-Hakathon Tarass--Absher-Hakathon Public

    Our project introduces an intelligent service that can be integrated with the Absher platform to enhance user experience—especially for senior citizens—by improving appointments and reducing servic…

    Jupyter Notebook

  2. Airbnb-Price-Prediction---New-York-City2024 Airbnb-Price-Prediction---New-York-City2024 Public

    This project predicts Airbnb rental prices in New York City using the latest 2024 dataset from Kaggle. We use RandomForestRegressor to model the relationship between price and features like neighbo…

    Python 1

  3. fake-news-detector fake-news-detector Public

    This project builds a Fake News Detection model using the ISOT Fake News Dataset. It uses Natural Language Processing (NLP) and a Logistic Regression classifier to distinguish between real and fake…

    Python

  4. MCI-to-AD-MRI-Classification-using-EfficientNetB0 MCI-to-AD-MRI-Classification-using-EfficientNetB0 Public

    This project uses EfficientNetB0 Transfer Learning to classify MRI brain scans into 4 stages of cognitive decline: EMCI (Early Mild Cognitive Impairment) LMCI (Late Mild Cognitive Impairment) MCI (…

    Python

  5. Sentiment-Analysis-on-IMDb-Reviews Sentiment-Analysis-on-IMDb-Reviews Public

    This project performs Sentiment Analysis on a small IMDb dataset (positive, negative, neutral reviews). It uses a simple Naive Bayes model with text preprocessing and vectorization.

    Python

  6. Weight-Loss-Data-Analysis Weight-Loss-Data-Analysis Public

    The goal of this analysis is to explore weight changes over time and visualize trends that can reveal how each intervention affected participants’ progress.

    Jupyter Notebook