About AlgorithmicFIRE

Our Mission

Navigating the path to Financial Independence (FIRE) is often cluttered with conflicting advice and "rules of thumb" that may not hold up in modern market conditions.

Our mission is simple: to provide concise, data-driven analysis you can trust.

We believe that retirement planning should be based on rigorous math, not guesswork. We empower self-directed investors with the tools and research they need to make informed decisions about their financial future.

Our Methodology

We differ from traditional finance blogs by prioritizing quantitative analysis. Our viewpoints are rooted in long-term, diversified investment strategies (index investing) but verified through:

Monte Carlo Simulations: We model thousands of possible market futures to understand risk, rather than relying on simple averages.
Historical Backtesting: We test strategies against decades of real market data to see how they perform in various economic cycles.
Inflation-Adjusted ("Real") Dollars: All our tools and articles calculate in real purchasing power, ensuring you don't underestimate the impact of inflation over a 30+ year retirement.

About the Founder

Paul Dunn founded AlgorithmicFIRE to bridge the gap between complex financial engineering and personal finance. As a passionate software and data engineer, Paul applies the same rigorous testing standards used in mission-critical software to the problem of portfolio longevity.

He hopes to share decades of hard-won experience and educational material, helping others navigate the complexities of Early Retirement with confidence.

Contact & Support

We are here to help. If you have questions about our research, need assistance with our calculators, or have issues with your account:

Email: algorithmicfire@gmail.com
Login Issues: If you cannot log in, please check your spam folder for the verification email.

AlgorithmicFIRE LLC is a publisher of financial information, not an investment advisor. The information regarding specific securities and strategies strictly for illustrative and educational purposes.

Ready to learn more?

See a list of recent blogs on our home page.

Or, dive deeper into investing, saving, and withdrawal strategies through our comprehensive Curriculum.

Subscribe now to get:

Our new blogs delivered straight to you via email.
Access to all historical blogs. (Only recent posts are availble to non-subscribers.)
Access to videos and all of our calculators.
Access to all blog content as a downloadable PDF.
Access to our Dashboard with trend following results.

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Disclaimer

**For Educational Purposes Only:** All content on this site, including articles, tools, and simulations, is for informational and educational purposes only. It should not be construed as financial, investment, legal, or tax advice. The information provided is general in nature and not tailored to any individual’s specific circumstances.

**Software Development Has Inherent Risks:** The software used to perform the analyses may have errors or inaccuracies. When we post updates to any material, errors or inaccuracies that are subsequently fixed may change the results.

**No Guarantees & Risk of Loss:** The analyses and simulations presented are based on historical data. Past performance is not an indicator or guarantee of future results. All investing involves risk, including the possible loss of principal. Market conditions are subject to change, and the future may not resemble the past.

**No Fiduciary Relationship:** Your use of this information does not create a fiduciary or professional advisory relationship. We are not acting as your financial advisor.

**Consult a Professional:** You should always conduct your own research and due diligence. Before making any financial decisions, it is essential to consult with a qualified and licensed financial professional who can assess your individual situation and objectives. We disclaim any liability for actions taken or not taken based on the content of this site.

* Nobody associated with Algorithmic Fire LLC has any credential(s) or affiliation(s) with any licensing or regulatory bodies, including but not limited to: Securities and Exchange Commission (SEC), Financial Industry Regulatory Authority (FINRA).