DH

Doaa Hamed

Machine Learning Intern at Software Technocolab Inc

Cairo, Egypt

Work Experience

  • Machine Learning Intern

    Software Technocolab Inc

    Sep 2024 - Present -1 yr

    • Job Details:Conducted data preprocessing and feature engineering, reducing bias in loan risk datasets and improving fairness by 15%. Optimized logistic regression models (L1, L2, elastic net), achieving 12% accuracy improvement through cross-validation. Applied random forest classifier with feature importance analysis, identifying top drivers of loan prepayment risk for better financial risk assessment.

  • Data Scientist Intern

    Banque Misr

    Aug 2023 - Sep 2025 -2 yrs, 1 month

    • Job Details:Processed and cleansed 100,000+ ATM transaction records using SQL and Python, identifying 150+ fraudulent transactions and flagging for further investigation, mitigating potential financial losses for the bank. Built interactive Power BI dashboards for optimal ATM replenishment routes and nearest ATM locations, improving efficiency by 20%. Delivered location-based financial insights to enhance decision-making for stakeholders.

    • Education

    • Bachelor's Degree in Artificial Intelligence

      Nile University (NU)

      Jan 2021 - Jan 2024 - 3 yr

    Skills

    • Python
    • SQL
    • Power BI
    • Tableau
    • Pandas
    • NumPy
    • Data Cleaning
    • Statistical Analysis
    • Odoo
    • Scikit-learn
    View More

    Languages

    • Arabic

      Fluent

    • English

      Fluent
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