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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
Public

Technical 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