Dividend Growth Stock Modelling

Problem: Long-term, sustainable income growth through dividends can be hard to plan and track over decades.

Solution: Develop a software system that selects, builds, and manages a 15-stock, dividend-focused portfolio—leveraging historical data analysis and predictive modelling—to hold and compound returns over a 20-year horizon. The focus is on:

• Sustainable and growing dividends
• High yield relative to history
• Strong fundamentals that support dividend safety

Tools

• Financials Source: Alpha Vantage API
• Moat Analysis: OpenAI API
• Data Storage: Parquet
• Machine Learning: XGBoost
• Visualization: Streamlit, Vega-Altair
• Export: Pandas ExcelWriter