Data Science × Finance

Financial Tools Built
for Practitioners

Interactive applications for retirement planning, portfolio optimization, and macroeconomic analysis — built with Python and designed for financial professionals.

Explore the Tools

The Toolkit

Each tool is interactive, data-driven, and built to surface insights that matter to financial planners and wealth managers.

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Monte Carlo Retirement Simulator

Input age, savings rate, target retirement age, and spending needs. Run thousands of simulated outcomes to visualize probability of success across market conditions.

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Portfolio Optimizer

Mean-variance optimization with an interactive efficient frontier. Maximize Sharpe ratio, visualize risk/return trade-offs, and extend analysis with CVaR for tail-risk awareness.

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Macro Dashboard

Live economic indicators pulled from the FRED API — yield curve, unemployment, CPI, M2 money supply — with recession probability signals built in.

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About

Garrison Financial Group is a collection of financial planning tools built by a data scientist with a background in quantitative finance. These tools are designed to bridge the gap between rigorous data science and practical financial planning workflows.

Built with Python, Streamlit, and open financial data — all source code is available on GitHub.