The Algorithmic Wallet

Randall Martineau

2026-07 · Randall Martineau

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The Algorithmic Wallet is a detailed, practical guide to AI for Personal Finance Management for readers who want a clear path from understanding the topic to using it confidently in real situations. The book is designed as a structured learning companion rather than a shallow overview: it introduces the core ideas, explains why they matter, then develops them through realistic examples, guided practice, scenario-based explanations, and common mistakes to avoid. Readers are taken step by step from foundational concepts into everyday applications, with each chapter building on the previous one so the material feels progressive, usable, and easy to revisit. The main areas of focus include The State of Your Financial Health, The AI Financial Framework, From Debt to Wealth: A Real-Life AI Transformation, Setting Up Your AI Money Dashboard, The Seven Deadly Sins of AI Finance, Choosing the Right AI Financial Advisor, Budgeting Challenge: 30 Days with AI, Quarterly Financial Review with AI, Building Your Own AI Expense Tracker, The Psychology of AI-Assisted Spending, giving the book a concrete learning arc that moves from orientation and confidence-building to applied communication, problem solving, and independent practice. The writing style is direct, supportive, and accessible, making the book suitable for self-study, classroom reinforcement, professional development, or personal improvement. It emphasizes practical understanding over abstract theory, so readers can immediately connect the lessons to conversations, decisions, habits, and challenges they are likely to face outside the page. By the end of the book, readers should have not only a stronger grasp of the subject, but also a collection of repeatable strategies, useful language patterns, mental models, and practical routines they can continue applying after they finish reading.

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**Randall Martineau** is a financial technology strategist and independent researcher who has spent the past decade at the intersection of artificial intelligence and personal finance. After earning a master’s degree in computational finance from the University of Chicago, he joined a boutique wealth management firm where he built machine-learning models to optimize client portfolios. There, he witnessed firsthand how the same algorithms that powered institutional trading could be adapted for everyday money management—if only they were made accessible and transparent.

Frustrated by the opacity of many “AI” finance products, Randall left the firm to consult for fintech startups and eventually founded his own advisory practice, *Martineau AI Finance*, which helps consumers evaluate and implement algorithmic tools without compromising their privacy or financial independence. He has contributed articles to *Forbes*, *The Motley Fool*, and *NerdWallet*, and has been a featured speaker at SXSW and the Fintech Nexus conference.

*The Algorithmic Wallet* is his first book, born from the belief that personal finance is not about earning more but about keeping more of what you earn—and that AI, properly understood, can be the most powerful ally in that mission. Randall lives in Portland, Oregon, where he bakes sourdough, hikes the Columbia River Gorge, and occasionally lets his robo-advisor rebalance his retirement accounts. He invites readers to reach out with questions or tool recommendations on his website, randallmartineau.com.

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