Editor72 pieces · Since January 2026

Stephen M. Walker II

Product leader, fitness operator, and AI founder. Former Head of Product at Freeletics, now building Fuel.


Profile
Stephen WalkerFounder, Fuel Nutrition

Led product at Freeletics, now building AI nutrition at Fuel

Stephen is the founder of Fuel and writes most of the Fuel Journal. He builds nutrition coaching for the same audience he has shipped products to for a decade: people who take training seriously and want software that respects it.

From 2017 to 2020 he led product, design, research, content, and subscription monetization as Head of Product & Design at Freeletics, where his teams helped the digital fitness app surpass 50 million users worldwide across 100+ countries, with 70% week-one training activation. That stint — owning every surface that touches habit formation in a fitness app — is the operator lens behind every article here.

After Freeletics he grew Productboard 5x to $50M+ ARR as Senior Director of Product Management (2020–2022), reshaping the product from SMB/PLG-darling to enterprise roadmap software adopted by 6,000+ companies. Since 2022 he has been co-founder and CEO of Klu.ai, an LLM infrastructure platform used by thousands of AI teams — which is why Fuel's AI food logging and coaching feel less hand-wavy than most.

Earlier he ran global UX programs at Amazon (2016–2017) for cross-border eCommerce, led mobile investing design at Capital One (2014–2016), and spent a decade (2003–2014) running Smoov, a boutique design studio shipping work across consoles, desktop, mobile, and web. He speaks regularly at EU CPO Conference, SXSW, La Product Conf, and Product Led Alliance. Verifiable on SMW.ai, LinkedIn, and Speaker Deck.

Fitness product operatorHead of Product at Freeletics
AI infrastructure founderCo-founder & CEO, Klu.ai
Enterprise product scaleSenior Director PM at Productboard
Public speakerEU CPO Conference · SxSW
Career
Founder · Fuel Nutrition2025 – PresentAI nutrition coaching built around Apple Watch energy
Co-founder & CEO · Klu.ai2022 – PresentLLM evaluation and optimization for thousands of AI teams
Senior Director, Product Management · Productboard2020 – 2022Scaled to $50M+ ARR and 6,000+ customers — 5x growth
Head of Product & Design · Freeletics2017 – 202050M+ users worldwide across 100+ countries and 70% week-one training activation
Global UX Manager · Amazon2016 – 2017Mobile cross-border eCommerce expansion programs
Principal Designer / Design Manager · Capital One2014 – 2016Mobile investing design; lifted digital adoption
Founder · Smoov2003 – 2014Boutique studio across console games, desktop, mobile, and web
Areas of Expertise
Performance nutritionMacro trackingAI food loggingDigital fitness productsSports nutritionGLP-1 coachingApple Watch energy modelingSubscription monetizationProduct managementUX researchLarge language models
Selected Writing
Basics & Guides
Macro Tracking & Meal Planning
AI & Technology
Performance & Training
Podcast Reviews
Elsewhere
All Articles

Everything by Stephen Walker

72 articles in the Fuel Journal, newest first.

Omega-3 Index: What Your Number Means, How Much EPA and DHA You Need, and When to RetestApr 15, 2026Performance & TrainingStrength Training Minimum Effective Dose During a CutApr 13, 2026AI & TechnologySleep and Fat Loss: Why Short Sleep Raises Hunger, Lowers Training Quality, and Changes What Weight You LoseApr 12, 2026Performance & TrainingHow Accurate Is AI Food Logging? Benchmarks, Failure Modes, and a Practical AuditApr 10, 2026AI & TechnologySodium Loading for Endurance RacingApr 8, 2026Basics & GuidesProtein Quality Scores Explained: DIAAS vs PDCAAS in Real Meal PlanningApr 7, 2026Macro Tracking & Meal PlanningHow to Use Apple Watch for Body RecompositionApr 6, 2026AI & TechnologyReverse Dieting After a Cut: How to Recover Without Rebound Fat GainApr 5, 2026Performance & TrainingCreatine While on GLP-1: Worth It for Fat Loss and Strength?Apr 4, 2026AI & TechnologyHow to Set Up a Race-Week Nutrition PlanApr 3, 2026Basics & GuidesApple Watch-Based Calorie Targets: The Execution System for Body RecompositionApr 2, 2026AI & TechnologyHow to Prevent Muscle Loss on GLP-1s: A Men's Protein GuideApr 2, 2026Performance & TrainingPeptides for Body RecompositionApr 2, 2026Basics & GuidesWhey vs Casein vs Plant ProteinApr 1, 2026AI & TechnologyThe Complete Guide to Creatine (2026)Mar 31, 2026Performance & TrainingDiet Breaks vs Refeed Days for Fat LossMar 30, 2026Basics & GuidesDEXA Scan for Body Composition: How Accurate Is It for Fat Loss and Muscle Gain?Mar 29, 2026Macro Tracking & Meal PlanningGut Training for Race NutritionMar 29, 2026Performance & TrainingHow to Preserve Muscle on GLP-1 MedicationsMar 29, 2026AI & TechnologyHow to Stop GLP-1s Without Rapid Fat RegainMar 29, 2026AI & TechnologyLeucine Threshold: How Much Protein Per Meal Actually MattersMar 29, 2026Basics & GuidesLow Energy Availability in Female Endurance AthletesMar 29, 2026Basics & GuidesProtein Targets and Training Strategy on Semaglutide or RetatrutideMar 29, 2026AI & TechnologyThe Complete Guide to Hydration: Everything Science Knows About Water and the Human BodyMar 28, 2026Basics & GuidesPerformance Nutrition IntelligenceMar 24, 2026AI & TechnologyAndrew Huberman Supplement List (2026)Mar 21, 2026Podcast ReviewsThe Complete Guide to Macro Tracking for Coaches: Tools, Workflows, and Scaling Your PracticeMar 10, 2026Macro Tracking & Meal PlanningGLP-1 Muscle Retention Guide for MenMar 8, 2026Macro Tracking & Meal PlanningCreatine for WomenMar 7, 2026Performance & TrainingFood Database Accuracy: Why Your Macro Numbers Drift and How to Audit ThemMar 6, 2026Macro Tracking & Meal PlanningMeal Templates for Low Appetite Days: High-Protein, Low-Volume OptionsMar 5, 2026AI & TechnologyThe Best AI Nutrition Apps (2026 Edition)Mar 4, 2026AI & TechnologyThe Best Nutrition Apps (2026 Edition)Mar 4, 2026Macro Tracking & Meal PlanningThe Best Nutrition Coaching Apps (2026 Edition)Mar 4, 2026Macro Tracking & Meal PlanningMaximizing Your Fuel ResultsMar 3, 2026Basics & GuidesOptimizing Your HealthMar 3, 2026Performance & TrainingBest Peptide Advice From Huberman Lab, The Drive, FoundMyFitness, & Tim Ferriss (2021–2026)Mar 2, 2026Podcast ReviewsBest Training Advice From the Huberman Lab Podcast (2021-2026)Mar 2, 2026Podcast ReviewsBest Nutrition Advice From the Huberman Lab Podcast (2021–2026)Mar 1, 2026Podcast ReviewsNutrition Tracker ComparisonFeb 28, 2026AI & TechnologyIntegrated Performance SystemFeb 25, 2026Performance & TrainingNutrition Feedback LoopsFeb 22, 2026AI & TechnologyBest Health, Nutrition & Supplement Advice From Dr. Rhonda Patrick (FoundMyFitness) (2017–2026)Feb 21, 2026Podcast ReviewsCGM for AthletesFeb 19, 2026Basics & GuidesEndurance Athlete FuelingFeb 16, 2026Performance & TrainingCarbohydrate PeriodizationFeb 13, 2026Performance & TrainingBest Fitness, Nutrition & Longevity Advice From The Peter Attia Drive (2022-2026)Feb 12, 2026Podcast ReviewsFood Tracking AdherenceFeb 10, 2026AI & TechnologyFuture of Personalized NutritionFeb 8, 2026AI & TechnologyThe Best Macro Tracking Apps (2026 Edition)Feb 5, 2026Macro Tracking & Meal PlanningThe Complete Guide to Macronutrients (2026 Update)Feb 5, 2026Basics & GuidesThe Importance of Protein: Why It's the Most Critical Macro for Weight Loss & Muscle GainFeb 5, 2026Macro Tracking & Meal PlanningLLMs in Health AppsFeb 5, 2026AI & TechnologyBalancing Your Diet for Optimal HealthFeb 3, 2026AI & TechnologyFat Loss and Muscle PreservationFeb 3, 2026Performance & TrainingFuel Your Body: Nutrition Tips for Fitness GoalsFeb 2, 2026Performance & TrainingBest Health, Biohacking, Nutrition & Supplement Advice From The Tim Ferriss Show (2018 to 2026)Feb 1, 2026Podcast ReviewsHow to Count Macros for Muscle Gain: The Ultimate Bulking GuideJan 31, 2026Macro Tracking & Meal PlanningHow to Set and Achieve Your Fitness GoalsJan 26, 2026Performance & TrainingHow AI is Transforming the Fitness IndustryJan 23, 2026AI & TechnologyEasy Ways to Log Food and Track Macros with AIJan 23, 2026AI & Technology10 Tips to Stick to Your Macro Goals (and Make Tracking Easier)Jan 22, 2026AI & TechnologyMacros vs. Calories: Which Should You Track for Weight Loss?Jan 17, 2026AI & TechnologyThe Science Behind AI-Powered NutritionJan 13, 2026AI & TechnologyHow to Calculate Your Macros for Weight Loss or Muscle GainJan 11, 2026Macro Tracking & Meal PlanningTop 10 Nutrition Myths DebunkedJan 10, 2026Basics & GuidesUnderstanding Macros: What Are Protein, Carbs, and Fats?Jan 9, 2026Macro Tracking & Meal PlanningUnderstanding Calories: A Comprehensive GuideJan 8, 2026Basics & GuidesCommon Macro Tracking Mistakes (and How to Avoid Them)Jan 7, 2026Macro Tracking & Meal PlanningThe Role of AI in Personalized NutritionJan 5, 2026AI & TechnologyThe Ultimate Macro Meal Planning Guide for Weight LossJan 4, 2026Macro Tracking & Meal PlanningHow to Count Macros for Weight Loss Without StallingJan 1, 2026Basics & Guides