Cross-platform mobile application prototype designed to test real-time interest matching and privacy-preserving geospatial caching.
Mobile Prototype
Social & Messaging
React Native, GraphQL, Node
Noida, NCR, India
The Concept
Social platforms often prioritize engagement algorithms that increase screen time. Connect.io explores a paradigm where screen interactions serve solely as catalysts for intentional, localized connections.
Proximity Matching Architecture
Engineered with geospatial index buckets in Redis, the backend prototype pairs users dynamically within configurable radiuses without persisting exact GPS traces on disk.
Offline-First
Sync.
Privacy-First Architecture
Location telemetry operates through ephemeral spatial cell IDs rather than continuous GPS tracking, ensuring compliance with global privacy regulations including DPDP Act 2023 and GDPR.
Cross-Platform Performance
Built on React Native with Hermes engine optimizations, achieving steady 60 FPS transitions across both mid-range Android hardware and modern iOS devices.
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