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Software Development
Amplify Loyalty
An AI-powered analytics & loyalty platform, built from scratch
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full SaaS platform built end-to-end
The Challenge
Shopify merchants lack accessible tools to understand product performance at a deep level, or to run loyalty programs without expensive third-party apps eating into margins.
The Approach
- Built a Node.js/React application from the ground up, including Shopify API integration
- Designed AI-powered product brief generation using Claude's vision API to analyze product imagery and performance
- Built inventory opportunity cost visualizations, color performance radar charts, and tag treemaps
- Engineered a serverless data pipeline (AWS Lambda + SQS) to sync large Shopify catalogs reliably
- Used MongoDB Atlas for multi-tenant data storage at scale
Tech Stack
Node.jsReactAWS LambdaSQSMongoDB AtlasShopify API
Results
100%
Built solo, start to finish
Multi-tenant
Architecture supporting many merchants