Hyperlocal Commerce & Real-Time Discovery
“Bridging physical retail shelves with instantaneous local search visibility.”
Role: Full-Stack Engineering & Geo-Indexing
Local shoppers frequently struggle with inaccurate store inventory data, while independent vendors lack digital search visibility. We engineered NearVendor: a high-throughput geo-indexing marketplace with sub-second inventory sync, dynamic pedestrian routing, and automated merchant onboarding.
Architecture & System Execution
Local shoppers frequently struggle with inaccurate store inventory data, while independent vendors lack digital search visibility. We engineered NearVendor: a high-throughput geo-indexing marketplace with sub-second inventory sync, dynamic pedestrian routing, and automated merchant onboarding.
Real-Time Geo-Spatial Indexing
Sub-second spatial queries allow shoppers to discover verified in-stock inventory within a precise walking radius. Clustered geo-caches eliminate latency and prevent stale product listings.
Hyperlocal Proximity Engine
50m Accuracy Radius · Real-time Caching
Live POS Inventory Webhooks
Automated merchant synchronization connects directly to physical point-of-sale hardware. Micro-batch updates stream changes to distributed Redis clusters within milliseconds of an in-store transaction.
Live Stock Webhook Stream
Distributed Event Sourcing Pipeline
Merchant Self-Service Terminal
Vendors manage promotions, live stock levels, and flash discounts through a unified mobile-first portal. Automated visual cataloging simplifies adding hundreds of SKU entries in minutes.
Automated SKU Cataloging
Mobile-First Inventory Management
Dynamic Foot-Traffic Routing
Integrated pedestrian navigation guides buyers directly from the app to the physical merchant checkout counter, delivering quantifiable ROI to local high-street retail partners.
Foot-Traffic Navigation
Turn-by-turn In-Store Guidance
Hyperlocal Proximity Engine
50m Accuracy Radius · Real-time Caching
Live Stock Webhook Stream
Distributed Event Sourcing Pipeline
Automated SKU Cataloging
Mobile-First Inventory Management
Foot-Traffic Navigation
Turn-by-turn In-Store Guidance
Key Deliverables & Verified Impact
4.8/5 App Store user rating across 100K+ monthly active local shoppers
3x increase in vendor conversion from search impression to physical store purchase
65% reduction in search latency via distributed spatial geo-indexing clusters
99.98% inventory sync accuracy across connected merchant POS terminals
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