← Mathematics & Modelling
Financial Model Toolkit
A comprehensive Excel and Python toolkit for building DCF valuations, LBO models, and scenario analysis with automated sensitivity tables.
Overview
A modular financial modeling toolkit that combines the flexibility of Excel with the power of Python automation. Built for analysts who need to produce accurate valuations quickly.
Key Features
- DCF Valuation Engine — Automated discounted cash flow models with configurable assumptions
- LBO Modeling — Leveraged buyout analysis with debt scheduling and returns waterfall
- Sensitivity Analysis — One-click generation of sensitivity tables across multiple variables
- Data Integration — Pull live market data and financial statements from public APIs
Technical Details
The toolkit uses Python for data processing and automation, with openpyxl for Excel integration. The architecture separates data fetching, model logic, and presentation layers to keep models maintainable.
Models follow best practices: clear assumption blocks, consistent formatting, circular reference avoidance, and full audit trails.