High-Scale Product Discovery Platform
Enterprise-scale product discovery platform for 7.7M+ SKUs with schema-driven UI, faceted search, and bulk editorial workflows.
Problem: Retail teams needed an Angular product catalog system to manage millions of SKUs with governed search and bulk updates.
Outcome: Delivered a high-scale Typesense search interface and product engineering workflow that improved discovery speed and editorial consistency.
Problem
Retail teams needed a fast, governed system to search and curate millions of SKUs while maintaining taxonomy quality and compliance.
Solution / Approach
Built a schema-driven product discovery platform that merges search, taxonomy governance, and editorial workflows. Designed faceted search and bulk actions to handle high-volume updates with auditability.
Architecture
- Typesense-backed search cluster with tuned indexing pipelines.
- API layer in FastAPI with schema validation for catalog updates.
- UI built on reusable components to reflect taxonomy rules.
Key Features
- 7.7M+ SKU faceted search with custom relevance tuning.
- Bulk edit and approval workflows with audit trails.
- Schema-driven UI that adapts to category constraints.
What I Learned
Balancing search relevance with governance requires strong schema contracts and clear editorial workflows to keep scale manageable.