E-Commerce

A/B Test Results for Search OKR Experiments

Search OKR: E-commerce Deals / Price 2.0 Ranking Optimization

Delivered measurable search ranking OKR impact at Bucketplace through 4 production A/B experiments (3 winners shipped), achieving +11.17% buyer conversion on category pages and +7.35% deals exposure on store search.

CLIP Multimodal Retrieval: Before vs After — zero-result queries now return relevant products via semantic matching

CLIP-based E-Commerce Multimodal Search and Classification

Shipped CLIP-based multimodal retrieval at Bucketplace, achieving +16.39% query CTCVR, 2x inference speed via quantization, and 92.23% Top-10 accuracy across 2,000+ product categories.