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Development of a Personalized Nutrition Tracking Platform with Big Data Integration

geniusee.com

Health & Fitness

eCommerce

Challenges in Creating a Data-Driven Nutrition Platform

Existing solutions lack personalized, science-backed nutrition recommendations integrated with seamless grocery ordering functionality. The platform must handle large datasets from scientific studies while maintaining intuitive user experience across hybrid mobile and web interfaces.

About the Client

Digital health platform providing personalized nutrition recommendations and diet tracking solutions

Key Goals for Platform Development

Create a hybrid iOS/Android application with synchronized web platform
Implement personalized nutrition recommendations based on WHO standards
Develop scalable infrastructure for handling big data from scientific studies
Enable seamless integration between diet tracking and grocery ordering systems

Core Platform Capabilities

Body measurement-based calorie calculation
Dietary preference customization
Barcode scanning for food tracking
Personalized recipe generator
Grocery list creation with e-commerce integration
Scientific data visualization dashboards

Technology Stack Requirements

Node.js

React Native

React.js

GraphQL

AWS Lambda

DynamoDB

ElasticSearch

AppSync

Cognito

System Integration Needs

WHO nutritional database API
Third-party grocery delivery services
Wearable health device APIs
Payment gateway integration

Performance and Scalability Requirements

Support 100,000+ concurrent users
Response time under 2 seconds for 95% of requests
HIPAA-compliant data security
Auto-scaling architecture for traffic spikes
99.9% system availability

Expected Business Outcomes

Enables users to achieve personalized nutrition goals through science-backed recommendations while creating a scalable digital health platform. The solution will reduce manual diet tracking efforts by 70% and increase user engagement through seamless integration of health analytics and grocery ordering functionality.