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Development of a Personalized Fitness and Diet Tracking Platform with Integrated Wellness APIs

sda.company

Health & Fitness

Information technology

Challenges in Implementing Personalized Wellness Solutions

The client required integration of complex third-party APIs (Fitbit, Withings, Stripe) to enable automated fitness tracking, personalized meal planning, and secure payments. Existing technical debt caused functionality issues, while the need for a user-friendly interface and scalable architecture demanded rapid prototyping and robust technical execution.

About the Client

A fitness and diet tracking application provider offering personalized wellness programs with coach collaboration

Key Project Goals

Develop a scalable fitness/diet tracking platform with dynamic program adaptation
Integrate 6+ wellness APIs for automated data synchronization
Create a coach collaboration system with biweekly progress tracking
Implement smart shopping list and recipe calculation features
Reduce development costs through efficient technical implementation

Core System Capabilities

AI-driven diet program customization based on biometric data
Real-time fitness tracker integration (Fitbit/Withings)
Smart shopping list generator with grocery optimization
Calorie/macronutrient calculation engine
Coach-user communication portal with video calls
Progress tracking dashboard with adaptive program updates

Technology Stack Requirements

React Native

Node.js

MongoDB

AWS Cloud Services

Third-Party System Integrations

Fitbit API
Withings API
Suggestic API
Stripe Payments
Google Calendar
Apple HealthKit

System Quality Attributes

High-availability backend architecture
HIPAA-compliant data handling
Real-time data synchronization performance
Cross-platform mobile responsiveness
Secure authentication with OAuth 2.0

Expected Business Outcomes

Projected $20,000+ cost savings through optimized development approach, with 1-year technical support ensuring platform stability. Expected to enable 2x faster user onboarding through automated program generation and create competitive differentiation through integrated wellness ecosystem.