GearFinder

Built a unified search platform for musical gear, aggregating listings from eBay, Reverb, and 80+ boutique dealers into a single searchable interface. Users can search across all sources at once, save items, and get alerts when prices drop or items sell.

Highlights

• •Architected data pipeline integrating Reverb API, eBay Browse API, and 80+ Shopify storefronts with smart rate limiting
• •Built ingestion system with price filtering, keyword exclusions, deduplication, and relevance scoring
• •Implemented saved searches with price drop alerts, sold notifications, and back-in-stock tracking
• •Built full admin system with real-time API monitoring, platform metrics, inventory analytics, scraper controls, and audit logging
• •Developed full-text search with query normalization across inconsistent marketplace data
• •Designed user accounts with saved items, search history, and customizable alert preferences

Technologies