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Stocks and Assets Valuation via Discounted Cash Flow with Python

Basic DCF model to quickly value public companies.

The Monte Carlo valuation app is a Streamlit web application leveraging a probabilistic approach to company valuation.

How to value a company?

Model framework for fundamental valuation of companies inspired by Professor Aswath Damodaran

Valuation Engine

This model was my professional first experience coding with python. It provides a valuation for a investment that regularly pays a highly secure cash flow, in this case I have used ground rent payments from freehold ownership contracts to demonstrate its viability.

mortgage backed security analysis

Beta Calculator App: A Streamlit-based tool for calculating the Beta of stocks relative to a benchmark index. Provides customizable date ranges, automatic data handling, and Excel export for professional financial analysis.

The model forecasts the firm’s financial statements for five years and then discounts its projected dividends to estimate the value of the stock

Discounted Cash Flow (DCF) Valuation Model (Python-based)

A vibe coding project for gold valuation.

The repo uniquely integrates Discounted Cash Flow (DCF), Relative Valuation (Comps with integrated SOTP), and a synthesized Equity Valuation Report each fully documented for transparency and adaptability.

A modular, adapter-driven equity valuation engine that pulls metrics from pluggable sources and runs proven strategies (DCF, EPV, Residual Income, etc.) through a simple pipeline to output consensus fair value with optional live GUI and UDP broadcast.

A stochastic market simulation modeling the 2026 Global Healthcare Private Equity landscape. Synthesizes $191B in transaction data across 445 deals, applying the "Rule of 60" valuation framework for HCIT and geopolitical risk discounts for APAC Biopharma. Based on Bain & Company's 2026 strategic outlook.

(Adkins & Paxson) Analytical Method Modelling on Sequential Investment Opportunites for Project Valuations.