MoveWell

Musculoskeletal Recovery Intelligence Platform

A production-grade health-tech frontend focused on movement assessment, recovery analytics, and longitudinal health insights.

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Overview

MoveWell is a modern recovery intelligence platform designed to explore how frontend engineering, health-focused UX systems, and longitudinal analytics can combine into a scalable product experience.

The application guides users through structured movement assessments, generates synthesized recovery insights, and visualizes progression through an analytics-driven dashboard.

The project emphasizes:

• scalable frontend architecture
• calm enterprise UI systems
• accessibility-first interactions
• low cognitive load interfaces
• reusable design systems
• product-oriented React engineering

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Product Experience

Assessment Workflow

Structured multi-step movement assessment system covering:

• pain mapping
• pain intensity
• mobility restrictions
• daily impact analysis
• movement limitations
• recovery review synthesis

UX Principles

• progressive disclosure
• minimal friction inputs
• responsive interaction systems
• accessible keyboard navigation
• contextual visual hierarchy
• low-noise interfaces

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Recovery Results Engine

Generates a synthesized movement profile using weighted recovery scoring systems.

Includes

• overall recovery score
• mobility evaluation
• pain analysis
• lifestyle impact metrics
• movement intelligence insights
• personalized recovery recommendations

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Recovery Dashboard

Longitudinal analytics dashboard built for movement tracking and recovery progression visualization.

Dashboard Features

• recovery trend visualization
• score progression analytics
• movement balance radar
• insight generation
• journal system
• recovery history
• health metric breakdowns
• movement stability indicators

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Frontend Architecture

Tech Stack

Layer	Technology	Purpose
Framework	React 19 + TypeScript	Component architecture
Build Tool	Vite 5	Development & production builds
Styling	Tailwind CSS	Design system implementation
Motion	Framer Motion	Interaction transitions
Charts	Recharts	Analytics visualization
Routing	React Router 7	Client-side routing
State	React Context + Hooks	Scoped state management
Forms	React Hook Form	Assessment validation
Linting	ESLint + TypeScript	Code quality enforcement

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Frontend Engineering Decisions

Why React Context Instead of Redux

The assessment workflow contains localized state requirements and predictable update patterns.

React Context + hooks provided:

• lower complexity
• reduced boilerplate
• cleaner scalability
• faster iteration cycles

without introducing unnecessary global abstractions.

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Why Client-Side Rendering

MoveWell is interaction-heavy rather than SEO-dependent.

Client-side rendering improves:

• dashboard responsiveness
• interaction continuity
• state persistence
• development simplicity

while reducing infrastructure complexity.

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Component System Strategy

The UI architecture is built around reusable primitives:

Button
Card
Badge
Tabs
Progress Indicators
Input Systems
Surface Variants

This enables:

• scalable UI composition
• design consistency
• maintainability
• reduced duplication
• faster iteration

across all product surfaces.

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Design Philosophy

MoveWell intentionally avoids:

• excessive gradients
• over-animation
• template-style SaaS design
• high cognitive load dashboards
• noisy visual systems

The interface prioritizes:

• visual restraint
• subtle motion
• calm hierarchy
• readability
• enterprise clarity
• accessibility

Inspired by:

• Linear
• Raycast
• Vercel
• modern health-tech products

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Project Structure

src/
├── components/
│   ├── common/
│   └── ui/
│
├── context/
│
├── features/
│   ├── assessment/
│   └── dashboard/
│
├── hooks/
├── pages/
├── services/
├── styles/
├── types/
└── utils/

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Assessment System

Step 1 — Pain Mapping

Visual anatomical selection of affected movement regions.

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Step 2 — Pain Intensity

Structured 0–10 pain severity evaluation.

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Step 3 — Mobility Evaluation

Functional movement resistance assessment.

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Step 4 — Daily Impact

Evaluates influence on:

• work
• sleep
• movement
• recovery quality

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Step 5 — Review & Synthesis

Assessment confirmation and movement intelligence generation.

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Recovery Scoring System

Pain Score

Generated from:

• affected body regions
• pain intensity averages

Lower scores indicate healthier movement conditions.

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Mobility Score

Calculated using:

• stiffness levels
• range-of-motion resistance
• movement limitations

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Impact Score

Measures:

• productivity limitations
• sleep disruption
• recovery interference
• daily movement restriction

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Overall Recovery Score

Metric	Weight
Pain	40%
Mobility	35%
Lifestyle Impact	25%

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Dashboard Analytics

Recovery Tracking

The dashboard provides:

• movement trajectory visualization
• score history analysis
• recovery stability monitoring
• progression analytics
• longitudinal health insights

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Insight Layer

The platform surfaces:

• dominant recovery limitations
• movement instability indicators
• recovery momentum patterns
• progression consistency metrics

through contextual insight systems.

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Journal System

Persistent local journaling for:

• movement observations
• stiffness tracking
• recovery notes
• daily mobility reflections

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Accessibility

MoveWell was designed using accessibility-first engineering principles.

Accessibility Features

• semantic HTML structure
• keyboard navigation
• visible focus states
• WCAG-compliant contrast
• ARIA labels
• accessible validation states
• responsive interaction systems
• screen-reader compatibility

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Performance Considerations

Optimization Strategy

• modular component architecture
• scoped state management
• reusable UI primitives
• controlled animation usage
• responsive chart rendering
• minimized unnecessary rerenders
• lightweight frontend structure

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Engineering Highlights

• Feature-based frontend architecture
• Strict TypeScript implementation
• Reusable design system primitives
• Responsive dashboard systems
• Accessible interaction patterns
• Longitudinal analytics visualization
• Persistent journal state management
• Structured assessment workflows
• Production deployment readiness

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Screenshots

Recovery Dashboard

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Assessment Workflow

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Recovery Results

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Local Development

Prerequisites

Node.js 18+
npm or yarn

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Installation

npm install

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Start Development Server

npm run dev

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Build Production Version

npm run build

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Preview Production Build

npm run preview

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Run ESLint

npm run lint

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Deployment

The project is deployment-ready for:

• Vercel
• Netlify
• Cloudflare Pages

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Recommended Deployment

Vercel

npm install -g vercel
vercel

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Future Expansion

The architecture supports future integration of:

• backend APIs
• authentication systems
• clinician dashboards
• wearable integrations
• AI-assisted recovery insights
• PDF exports
• cloud persistence
• notification systems

without major frontend restructuring.

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Repository Goals

MoveWell was built to demonstrate:

• scalable frontend systems
• modern React architecture
• health-tech UX workflows
• dashboard design systems
• enterprise frontend thinking
• accessibility-first engineering
• maintainable component composition

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Status

Area	Status
Responsive Design	✅
Accessibility	✅
Type Safety	✅
Dashboard Analytics	✅
Assessment System	✅
Production Deployment	✅

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Author

Aryan Lodha

Frontend Engineer · UI/UX Systems Designer · MSc Data Science

GitHub: https://github.com/ary0912

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Built for scalable frontend engineering, product UX systems, and modern health-tech interfaces.