Live Demo: https://credit-intelligence-ai.streamlit.app/
AI-powered credit risk assessment system that evaluates loan applications using financial indicators and machine learning models. The platform provides real-time predictions, risk scoring, and financial analysis through an interactive interface, enabling data-driven lending decisions.
- Loan eligibility prediction
- Risk classification (Low / Medium / High)
- EMI and financial analysis
- AI-based decision engine with confidence score
- Risk assessment insights
- Interactive user interface
- Python
- Streamlit
- Scikit-learn
- Pandas
- NumPy
git clone https://github.com/your-username/ai-credit-intelligence-engine
cd ai-credit-intelligence-engine
pip install -r requirements.txt
streamlit run application.py-
User inputs financial and personal details
-
Data is processed and scaled
-
Machine learning model predicts loan eligibility
-
System generates:
- Decision outcome
- Confidence score
- Risk level
- Financial insights
Contributions are welcome.
- Fork the repository
- Create a new branch
- Make changes
- Commit and push
- Open a Pull Request
Refer to docs/contribution.md for detailed guidelines.
MIT License
Arnav Singh
Project Maintainer & NSoC'26 Project Admin
Machine Learning Enthusiast | Aspiring Data Scientist