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Personalized fitness system
Fitlife
AI-native fitness platform with onboarding, adaptive workout plans, FitBot guidance, admin management, subscriptions, and deployed production split.
ReactNode.jsMongoDBAI PlansRender
FL
PublicTechnical proof
Adaptive workout flow
FitBot assistant
Admin management features
Problem
Fitness apps often feel generic because onboarding, plans, guidance, and admin content do not adapt to the user.
Solution
Fitlife uses deep onboarding and AI-assisted plan generation to personalize routines while keeping admin workflows manageable.
Architecture
System flow
Step 1
Onboarding intake
Step 2
Plan generation
Step 3
FitBot guidance
Step 4
Admin workout manager
Step 5
Subscription-ready product layer
Stack
React
Node.js
MongoDB
AI planning
Render
Highlights
Replaces the previous static clinic feature in the portfolio
Better product depth than a normal static site
Production-style frontend/backend split
Lessons
Personalization needs structured intake first
A good admin layer makes user-facing AI sustainable