Mohamed AboBakrData Scientist
Summary

Possesses expertise in developing mobile applications with Java, Kotlin, and XML, as well as knowledge of popular libraries and frameworks. Experienced in creating and integrating user interfaces, databases, and RESTful APIs to create efficient and secure applications

Objective

Aspiring and analytical data scientist with a strong foundation in statistical analysis, machine learning, and data visualization, seeking an entry-level position to apply my skills in data manipulation, model building, and extracting actionable insights.

Projects

Telecom Customer Churn

  • •Conducted data preprocessing (feature engineering, handling missing values, encoding) and exploratory data analysis to identify key churn factors

  • •Understand how different features are distributed, determine correlation, and check for imbalance using data visualization

  • •Developed a predictive model to forecast customer churn

  • •Implemented and evaluated models including logistic regression, random forest, and XGBoost.

    • Instacart Market

  • •Performed a comprehensive data analysis to uncover customer purchasing patterns and identify product associations within Instacart's transactional data

  • •Conducted exploratory data analysis (EDA) to identify trends, such as peak purchasing times, repeat purchases, and popular item combinations

  • •This analysis supported data-driven decisions for product recommendations and personalized marketing strategies.
    • Skills
    Programming languages: Java . Kotlin . Dart . Python
    Data Manipulation: Pandas . NumPy .
    Data Visualization: Matplotlib . Seaborn . Folium . Plotly Dash
    Machine Learning: Scikit-Learn . SciPy . statsmodels
    Basic programming concept: Data Structure. Algorithm. OOP. SOLID Principles
    Web development: HTML/CSS . Javascript
    Certificates
    Associate Data Scientist in Python: Datacamp
    IBM Data Science Professional Certificate: Coursera
    Advanced Android Kotlin Development: Udacity
    Web Development Challenger Track: Udacity
    Education

    IBM Data Science

    DEPI - Ministry of Communications And Information Technology
    04/2024 – 10/2024

    B.E. in Computer Science

    6 October University
    09/2014 – 07/2018