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Karimmoo1/README.md

👋 Hi, I’m Karim Mohamed

Data Scientist & AI Enthusiast
🎓 BSc Computer Science – Banha University, Class of ’26
📍 Based in Banha, Egypt
🛠 Currently focusing on data science: classification, regression, time-series, and NLP projects

🔭 Latest Projects

Project Description
Fruit-Classification-Project End-to-end CNN pipeline using TensorFlow/Keras and MobileNetV2 to classify fruit images. Includes data loading & preprocessing (cv2, numpy), real-time augmentation (ImageDataGenerator), transfer learning, training with early stopping, accuracy & loss plots, and sample inference scripts.

More projects coming soon!

🛠️ Skills & Tools

  • Languages: Python, R, SQL
  • Machine Learning: scikit-learn, XGBoost, TensorFlow/Keras
  • Data: pandas, NumPy, Matplotlib, seaborn
  • NLP: NLTK, spaCy, Transformers
  • DevOps: Git, Docker, CI/CD

📫 Let’s Connect

“Turning data into actionable insights through code and creativity.”

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  1. fruit-classification-project fruit-classification-project Public

    A Python-based neural-network pipeline to classify different types of fruits based on their features. This repo contains the data preprocessing steps, neural-network model training, evaluation metr…

    Jupyter Notebook

  2. sms-spam-classifier sms-spam-classifier Public

    End-to-end NLP pipeline for SMS spam detection using the SMS Spam Collection v1 dataset. Messages are cleaned (URLs, punctuation, stop-words removed, lemmatized), vectorized with TF-IDF, then seven…

    Jupyter Notebook

  3. Stroke-Prediction-using-Machine-Learning Stroke-Prediction-using-Machine-Learning Public

    This project analyzes a medical dataset to predict the likelihood of a patient having a stroke using various machine learning classifiers. It includes data preprocessing, feature engineering, model…

    Jupyter Notebook

  4. Weather-Condition-Classifier Weather-Condition-Classifier Public

    An end-to-end convolutional neural network that automatically recognizes 11 different weather phenomena—dew, fog/smog, frost, glaze, hail, lightning, rain, rainbow, rime, sandstorm, and snow—from i…

    Jupyter Notebook

  5. house-rent-price-prediction house-rent-price-prediction Public

    A machine learning project that predicts house rental prices using features like location, size, and number of bedrooms.

    Jupyter Notebook

  6. Employee-Attrition-Prediction-using-Machine-Learning Employee-Attrition-Prediction-using-Machine-Learning Public

    This project uses various machine learning models to predict whether an employee will leave the company or not based on features such as age, payment tier, experience, gender, and education level. …

    Jupyter Notebook