Built with Ruby on Rails backend API, TensorFlow Inception-v3 for species classification. Frontend with React.js, Redux Toolkit, and Mapbox GL JS for mapping. PostgreSQL with PostGIS for geospatial data, Redis for caching. Real-time features with ActionCable WebSockets. AWS S3 for image storage. Mobile apps with React Native. Deployed on Heroku with CI/CD.
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Built Headless with Shopify Plus + Contentful CMS for multi-regional consolidation (localized stores from one backend). Scalable international mid-market setup with consistent content—custom flows for accessories DTC.
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Used Shopify Storefront API + headless build (React components, Sanity CMS integration) to consolidate stores, customize product pages/checkout, reduce custom app hacks, and empower easier inventory/content management. Great mid-size example of sustainable fashion headless—reusable components for fast updates, international growth potential.