Overview
WinningTracker.com is a product analytics dashboard built to gather market intelligence, track competitive pricing, and analyze trending e-commerce items.
Key Technical Achievements
- 🕷️ High-Throughput Scraping Pipeline: Built resilient scraping routines designed to extract, clean, and structure thousands of product attributes daily.
- 🔍 AI Semantic Search: Implemented vector embeddings and semantic search functionality, allowing users to discover related products based on intent rather than strict keywords.
- 🚀 Database Performance Tuning: Refactored complex MySQL queries and indexed large product datasets, boosting query speed and lowering server resource utilization.