Ali Tharwat account profile

Developed a machine learning model to predict Post-Due Obligations for bank credit risk management : • Extracted, merged and prepared data from Oracle SQL • Cleaned data with Pandas and performed Exploratory Data Analysis (EDA) • Built and evaluated an accurate Random Forest model using Scikit-learn • Deployed an interactive Streamlit app for real-time loan risk assessment