Sign-In
Cart
Architecting AI Forex Trading Systems: Designing and Building an AI Day Trader System for Currency Markets
Paperback
Series: AI Architecture for Forex Trading, Book 2
Investing & FinanceGeneral ComputersProgramming
Publisher: Independently Published
Published: Mar 6 2026
Pages: 214
Weight: 0.64
Height: 0.45 Width: 6.00 Depth: 9.00
Language: English
Artificial intelligence has made it easier than ever to build predictive trading models. Designing a system that can operate in live foreign exchange markets is a different challenge.
Architecting AI Forex Trading Systems examines the engineering, data, and market-structure considerations involved in building AI-driven currency trading systems for real-world deployment. Rather than concentrating only on machine learning algorithms, the book follows the complete architecture of an institutional-style trading platform, where prediction, execution, risk management, and operational reliability are treated as interconnected components.
The book discusses topics including:
- FX market microstructure and why executable prices differ from theoretical prices
- Multi-source market data pipelines, synchronization, validation, and data quality
- Feature engineering for changing market regimes
- AI model architectures for forecasting and execution
- Walk-forward testing, robustness analysis, and realistic validation techniques
- Risk budgeting, exposure management, and position sizing frameworks
- Portfolio construction across multiple currency pairs
- Execution algorithms, transaction costs, slippage, and order routing
- Model monitoring, drift detection, governance, and operational controls
- Production deployment, security, resilience, failover design, and long-term system maintenance
Throughout the book, technical concepts are explained using practical market scenarios that illustrate how decisions made during research can influence live trading behavior. The discussion extends beyond model accuracy to include data integrity, execution quality, infrastructure design, and operational processes that become increasingly important when moving from experimentation to production.
Instead of presenting artificial intelligence as an isolated forecasting tool, the book treats it as one component within a broader engineering framework that includes market data, execution, risk controls, monitoring, and system governance.
This book is intended for quantitative traders, software engineers, machine learning practitioners, systematic trading researchers, fintech professionals, and readers interested in the practical architecture of AI-based foreign exchange trading systems. It assumes an interest in systematic trading and focuses on design principles, engineering considerations, and implementation concepts rather than providing trading signals or investment recommendations.
Also from
Titov, Konstantin
UK Gambling License: The Serious Applicant's Guide: How to Structure, Apply, and Survive Under the Gambling Commission Regime
Titov, Konstantin
Paperback
Curaçao Gambling License: The New Reality: Avoid Outdated Advice, Weak Applications, and Costly Mistakes
Titov, Konstantin
Paperback
U.S. AML Regulatory Intelligence: Insights for Compliance, Risk, and Enforcement
Titov, Konstantin
Paperback
Suspicious Activity Reporting Intelligence: Turning SAR Data Into Actionable Intelligence
Titov, Konstantin
Paperback
Corporate Transparency and AML Intelligence: Corporate Transparency and AML Intelligence
Titov, Konstantin
Paperback
Machine Learning Fundamentals in Action: A Step-by-Step Guide to Implementing Machine Learning Solutions
Titov, Konstantin
Paperback
AML Transaction Monitoring Decision Frameworks: Risk-Based Models for Smarter Monitoring Decisions
Titov, Konstantin
Paperback
AI Playground: Kid's Guide to Intelligent Creativity: Kid's Journey into the AI World
Titov, Konstantin
Paperback
Overtrading and the Dopamine Trap: Why Impulse Decisions Drain Retail Traders
Titov, Konstantin
Paperback
Revenge Trading Is Destroying Your Account: Break the Emotional Cycle That Sabotages Profits
Titov, Konstantin
Paperback
Why You Keep Losing in Forex: The Real Psychological Reasons Traders Sabotage Their Own Accounts
Titov, Konstantin
Paperback
Operational Integrity for Casino Teams: Protecting Revenue, Compliance, and Guest Trust
Titov, Konstantin
Paperback
Fear, Hesitation, and Missed Opportunities: How Loss Anxiety Blocks Smart Forex Decisions
Titov, Konstantin
Paperback
The Suicide Mission: Why Single-Bar Prediction Is Lethal and Refusal Is the Ultimate Edge
Titov, Konstantin
Paperback
ATR Momentum Trading for Gold: Reading the Momentum Most Traders Misunderstand
Titov, Konstantin
Paperback
ATR Bands for Winning Gold Trades: How to Spot High-Probability Entries Before Gold Explodes
Titov, Konstantin
Paperback
The Belize Navigator: An Insider's Map to Islands, Reef Adventures, Jungle Lodges, and the Smart Way to Plan a Belize Journey
Titov, Konstantin
Paperback
Digital Assets Under U.S. Securities Law: What Issuers, Exchanges, and Counsel Must Know
Titov, Konstantin
Paperback
Reputation Attacks in the Search Age Subtitle: Navigating Defamation, Visibility, and Public Trust
Titov, Konstantin
Paperback
The Right to Be Forgotten Handbook: Navigating Data Removal and Personal Rights
Titov, Konstantin
Paperback
FCA Authorisation: Ready, Willing, Organised: Building a Strong Case for Authorisation
Titov, Konstantin
Paperback
Do You Need FCA Authorisation?: A Practical Guide to UK Financial Regulation
Titov, Konstantin
Paperback
Belize Barrier Reef Secrets: The Places, Wildlife, and Experiences Most Visitors Never Discover
Titov, Konstantin
Paperback
Who Owns What Lies Beneath: Land, Minerals, and Invisible Property Rights
Titov, Konstantin
Paperback
Consumer Cooperation Without Borders: The Future of Consumer Cooperatives
Titov, Konstantin
Traderson, Andrei
Paperback
Belize Bank Accounts for Non-Residents: Open Personal and Business Accounts Legally and Efficiently
Titov, Konstantin
Paperback
MT760 Unmasked: SBLC Mechanics, Red Flags, and Verification Protocols
Traderson, Andrei
Titov, Konstantin
Paperback
I'll Just Move the Stop Loss: How Small Decisions Quietly Destroy Trading Accounts
Titov, Konstantin
Paperback
The Discipline of Returning: How to Reset Fast After Missed Days, Broken Routines, and Failed Plans
Titov, Konstantin
Paperback
Discipline for Real Life: How to Stay Consistent, Build Better Habits, and Follow Through
Titov, Konstantin
Paperback
How to Finish What You Start: Why You Stop Midway and How to Complete What Matters
Titov, Konstantin
Paperback
Closed Too Early, Stayed Too Long: The Perfect Strategy for Missing Profit and Maximizing Pain
Titov, Konstantin
Paperback
When Motivation Stops Working: What to Do When Motivation Fades but the Goal Still Matters
Titov, Konstantin
Paperback
Why You Keep Checking Your Phone: Why Your Attention Keeps Breaking and How to Make It Steadier
Titov, Konstantin
Paperback
I Knew It Would Go There: A Complete Guide to Being Right After It's Too Late
Titov, Konstantin
Paperback
Right on Entry, Wrong on Exit: The Psychology of Giving Back a Winning Trade
Titov, Konstantin
Paperback
Just One More Trade... This Time: The Hidden Psychology Behind Overtrading
Titov, Konstantin
Paperback
Conseils de trading pour débutants: Comment commencer à trader sans commettre d'erreurs coûteuses
Titov, Konstantin
Paperback
Why Scalpers Lose: The Strategy Trap: Why "5-Minute Systems" Look Perfect but Fail in Real Trading
Titov, Konstantin
Paperback
MACD Divergence For Trending Forex: Trend-Following Forex Strategies with MACD Divergence
Titov, Konstantin
Paperback
The Commands Reality Obeys: Emotion, Intention, Attention, and the Search for the Hidden Interface of the Universe
Titov, Konstantin
Paperback
Why Forex Looks Easy - and Isn't: The Hidden Gap Between Beginner Explanations and Real Trading Outcomes
Titov, Konstantin
Paperback
The Smart Player's Mind: How Focus, Emotional Control, and Clear Thinking Improve the Online Gaming Experience
Titov, Konstantin
Paperback
How to Start an Online Casino: What Nobody Tells You Before Launch: Before You Buy a Platform, License, or White Label Deal
Titov, Konstantin
Paperback
Gambling License: What Nobody Tells You Before You Apply: Read This Before You Choose the Wrong Jurisdiction, Overpay, or Get Rejected
Titov, Konstantin
Paperback
How to Obtain an EMI License in Slovakia: A Practical Guide to Electronic Money Authorization and European Payment Services
Titov, Konstantin
Paperback
Also in
Investing & Finance
How to Invest $50-$5,000: The Small Investor's Step-By-Step Plan for Low-Risk Investing in Today's Economy
Dunnan, Nancy
Paperback
Planet Money: A Guide to the Economic Forces That Shape Your Life
Hosts of Npr's Planet Money
Mayyasi, Alex
Hardcover
Money Unlocked: How to Make It, Keep It and Multiply It: The New York Times Bestseller
Lee, John
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J., PH. D.
Danko, William D., PH. D.
Paperback
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
Poor Charlie's Almanack: The Essential Wit and Wisdom of Charles T. Munger
Munger, Charles T.
Hardcover
J.K. Lasser's Your Income Tax 2026: For Preparing Your 2025 Tax Return
J K Lasser Institute
Paperback
J.K. Lasser's Your Income Tax 2027: For Preparing Your 2026 Tax Return
J K Lasser Institute
Paperback
How to Invest in Gold and Silver: A Complete Guide with a Focus on Mining Stocks
Durrett, Don
Paperback
Market Wizards: The Next Generation: The World's Top Young Traders Reveal How They Beat the Market
Coyle, George F.
Schwager, Jack D.
Hardcover
The Price of Democracy: The Revolutionary Power of Taxation in American History
Williamson, Vanessa S.
Hardcover
The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns
Bogle, John C.
Hardcover
The Making of a Permabear: The Perils of Long-Term Investing in a Short-Term World
Grantham, Jeremy
Hardcover
The Compounders: From Small Acquisitions to Giant Shareholder Returns
Nyland, Kjetil
Hadziefendic, Adnan
Dybvad, Oddbjørn
Paperback
La Psicología del Dinero: 18 Claves Imperecederas Sobre Riqueza Y Felicidad / The Psychology of Money
Housel, Morgan
Paperback
A Beginner's Guide to the Stock Market: Everything You Need to Start Making Money Today
Kratter, Matthew R.
Paperback
The Intelligent Investor Third Edition: The Definitive Book on Value Investing
Zweig, Jason
Graham, Benjamin
Paperback
Trading: Technical Analysis Masterclass: Master the financial markets
Czubatinski, Moritz
Schlotmann, Rolf
Paperback
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Blas, Javier
Farchy, Jack
Paperback
The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
Zuboff, Shoshana
Paperback
How to Make Money in Stocks: A Winning System in Good Times and Bad, Fourth Edition
O'Neil, William J.
Paperback
El Inversor Inteligente: Un Libro de Asesoramiento Práctico = The Intelligent Investor
Graham, Benjamin
Paperback
The Coffee Can Investor: A Stock-Picker's Journey to Build Generational Wealth
Khemlani, Neeraj
Hardcover
Retirement Planning Guidebook: Navigating the Important Decisions for Retirement Success
Pfau, Wade
Paperback
Tax-Free Wealth: How to Build Massive Wealth by Permanently Lowering Your Taxes
Wheelwright, Tom
Paperback
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
The Intelligent Investor, 3rd Ed.: The Definitive Book on Value Investing
Graham, Benjamin
Zweig, Jason
Hardcover
The Investor's Odyssey: Resisting the Sirens and Playing the Long Game
Mayer, Christopher W.
Hardcover
One Up on Wall Street: How to Use What You Already Know to Make Money in the Market
Lynch, Peter
Paperback
The Rules That Make Us: How Culture Shapes the Way We Act, Think, Believe, and Buy
Sweet, Oliver
Hardcover
A History of the United States in Five Crashes: Stock Market Meltdowns That Defined a Nation
Nations, Scott
Paperback
Broken Money: Why Our Financial System is Failing Us and How We Can Make it Better
Alden, Lyn
Paperback
Your Retirement Sketchbook: 125 Retirement Planning Lessons from Financial Experts
Hopkins, Jamie P.
Treichel, Bonnie
Paperback
Quality Investing: Owning the Best Companies for the Long Term
Cunningham, Lawrence a.
Eide, Torkell T.
Hargreaves, Patrick
Hardcover
Friends That Invest: Your Guide to Financial Independence Through Shares and Stocks
Kaur, Simran
Paperback
HBR Guide to Buying a Small Business: Think Big, Buy Small, Own Your Own Company
Yudkoff, Royce
Ruback, Richard S.
Paperback
Profit First: Transform Your Business from a Cash-Eating Monster to a Money-Making Machine
Michalowicz, Mike
Hardcover
Understanding Living Trusts(R): How You Can Avoid Probate, Keep Control, Save Taxes, and Enjoy Peace of Mind
Schumacher, Vickie
Paperback
The Customer Service Survival Kit: What to Say to Defuse Even the Worst Customer Situations
Gallagher, Richard
Paperback
J.K. Lasser's 1001 Deductions and Tax Breaks 2026: Your Complete Guide to Everything Deductible
Weltman, Barbara
Paperback
Trading in the Zone: Master the Market with Confidence, Discipline, and a Winning Attitude
Douglas, Mark
Hardcover
The Winner's Curse: Behavioral Economics Anomalies, Then and Now
Imas, Alex
Thaler, Richard H.
Hardcover
Poor Charlie's Almanack: The Essential Wit and Wisdom of Charles T. Munger
Munger, Charles T.
Paperback
Financial Intelligence: A Manager's Guide to Knowing What the Numbers Really Mean
Berman, Karen
Knight, Joe
Hardcover
The Complete Turtletrader: How 23 Novice Investors Became Overnight Millionaires
Covel, Michael W.
Paperback
Hide Your Assets and Disappear: A Step-By-Step Guide to Vanishing Without a Trace
Pankau, Edmund
Paperback
The New Money Strategy: The Modern Guide to Rational, Long-Term Investing
Van Der Kolk, Brandon
Hardcover
Alchemy: The Dark Art and Curious Science of Creating Magic in Brands, Business, and Life
Sutherland, Rory
Paperback
Finance Equations & Answers: A Quickstudy Laminated Reference Guide
Florida Institute of Finance
Other
Rich Family Smart Family: Raise Your Family's Financial IQ and Take Control of Your Future
Kiyosaki, Robert
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J.
Danko, William D.
Hardcover
Payments Systems in the U.S.: A Guide for the Payments Professional
Benson, Carol Coye
Jones, Russ
Loftesness, Scott
Paperback
Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions
Ariely, Dan
Paperback
Wired on Wall Street: The Rise and Fall of Tipper X, One of the Fbi's Most Prolific Informants
Hardin, Tom
Hardcover
Financial Literacy for All: Disrupting Struggle, Advancing Financial Freedom, and Building a New American Middle Class
Bryant, John Hope
Paperback
El Dinero No Es El Problema, Tú Lo Eres - Money is Not the Problem Spanish
Douglas, Gary M.
Heer, Dain
Paperback
The Million-Dollar Financial Services Practice: A Proven System for Becoming a Top Producer
Mullen Jr, David J.
Paperback
The Infographic Guide to Personal Finance: A Visual Reference for Everything You Need to Know
Lariviere, Elisabeth
Cagan, Michele
Paperback
Small Time Operator: How to Start Your Own Business, Keep Your Books, Pay Your Taxes, and Stay Out of Trouble
Kamoroff, Bernard B.
Paperback
Investing 101: From Stocks and Bonds to Etfs and Ipos, an Essential Primer on Building a Profitable Portfolio
Cagan, Michele
Hardcover
SEVENTEEN TO MILLIONAIRE You're Seventeen. You're Canadian. You wanna be rich. Let's do this.
Price, Douglas
Paperback
The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
No Loose Ends: The Smart & Slightly Morbid Guide to Estate Planning & End-Of-Life Tasks
Zuckerman, Adam
Hardcover
Stop Making Stupid Investments: 7 Rules to Avoid the Hype and Build Real Wealth
Leiter, David
Hardcover
J.K. Lasser's Small Business Taxes 2026: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
Paperback
Sideways: Using the Power of Technical Analysis to Profit in Uncertain Times
Richards, Keith G.
Paperback
Trade Like a Stock Market Wizard: How to Achieve Superperformance in Stocks in Any Market
Minervini, Mark
Hardcover
Easy Money: Cryptocurrency, Casino Capitalism, and the Golden Age of Fraud: The Basis for the Documentary Everyone Is Lying to You for Money
McKenzie, Ben
Silverman, Jacob
Paperback
The Capital Order: How Economists Invented Austerity and Paved the Way to Fascism
Mattei, Clara E.
Paperback
Anti-Fascist Economics: In Defense of Affordability, Dignity, and Democracy
Weber, Isabella
Hardcover
Best Loser Wins: Why Normal Thinking Never Wins the Trading Game - Written by a High-Stake Day Trader
Hougaard, Tom
Paperback
Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
Paperback
Como Gane $2,000,000 En La Bolsa / How I Made $2,000,000 in the Stock Market
Darvas, Nicolas
Paperback
The Tax and Legal Playbook: Game-Changing Solutions to Your Small Business Questions
Kohler, Mark
Paperback
Fixed: Why Personal Finance Is Broken and How to Make It Work for Everyone
Ramadorai, Tarun
Campbell, John Y.
Hardcover
The Book on Rental Property Investing: How to Create Wealth with Intelligent Buy and Hold Real Estate Investing
Turner, Brandon
Paperback
The Mental Game of Trading: A System for Solving Problems with Greed, Fear, Anger, Confidence, and Discipline
Tendler, Jared
Paperback
Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
Paperback
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Blas, Javier
Farchy, Jack
Hardcover
Money and Me: How to Make Your Finances Work Harder for You and Your Family
Clements, Jonathan
Paperback
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets
Taleb, Nassim Nicholas
Paperback
Elliott Wave - Fibonacci High Probability Trading: Master The Wave Principle and Market Timing With Proven Strategies
Sanders, Jarrod
Paperback
Money to Burn: The Unvarnished Truth about Leon Black, Apollo, and the Rise of a New Wall Street
Cohan, William D.
Hardcover
A Richer Retirement: Supercharging the 4% Rule to Spend More and Enjoy More
Bengen, William P.
Hardcover
How Not to Invest: The Ideas, Numbers, and Behaviors That Destroy Wealth--And How to Avoid Them
Ritholtz, Barry
Hardcover
Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
Hardcover
Masters of the Universe: Winning Strategies of America's Greatest Dealmakers
Kadlec, Daniel J.
Paperback
Covered Calls for Beginners: A Risk-Free Way to Collect "Rental Income" Every Single Month on Stocks You Already Own
Publications, Freeman
Paperback
Mastering Private Equity: Transformation Via Venture Capital, Minority Investments and Buyouts
White, Bowen
Prahl, Michael
Zeisberger, Claudia
Hardcover
Beyond the Grave, Revised and Updated Edition: The Right Way and the Wrong Way of Leaving Money to Your Children (and Others)
Condon, Jeffery L.
Paperback
You Can Be a Stock Market Genius: Uncover the Secret Hiding Places of Stock Market Profits
Greenblatt, Joel
Paperback
The Accounting Game: Basic Accounting Fresh from the Lemonade Stand
Mullis, Darrell
Orloff, Judith
Paperback
Maximize Your Retirement: The Only Book You'll Ever Need to Retire Prosperous and Worry-Free
Oh, Jae
Paperback
Your Perfect Portfolio: The Ultimate Guide to Using the World's Most Powerful Investing Strategies
Roche, Cullen
Paperback