Credit Analysis Tool

A credit risk analysis platform for Norwegian companies, combining live financial data with CFA-based methodology and machine learning.

Features

• Single company credit analysis with real-time data from Brønnøysund Register and Roaring API
• Rule-based credit scoring grounded in CFA Fixed Income framework
• Random Forest ML model for probability of default (PD) estimation
• Altman Z-score classification
• Portfolio monitoring of 1,000 Norwegian companies
• Basel III ROE calculator for a NOK 10bn asset finance portfolio across four segments (hard assets, IT, agriculture, medical equipment)

Tech Stack

Python · Streamlit · scikit-learn · Plotly · Roaring API · Brønnøysund Register API

Live App

https://credit-analysis-tool-9e8mmvzext3n2p2grfghey.streamlit.app

Built With

Developed in collaboration with Claude (Anthropic) as an AI coding assistant.