I help Shopify teams manage large catalogs, connect supplier feeds, and improve product discovery. My work spans a 70,000+ product store, supplier automation, and two published Shopify apps for search and merchandising.
Start with a practical guide, then explore the system behind it.
Review typos, zero-result searches and the path from a search result to a purchase.
Diagnose Shopify search problemsExplore SwiftSearchDiscuss a search projectCheck feed health before a missing supplier row becomes a live inventory change.
Review supplier feed safeguardsExplore BC Supply OpsDiscuss supplier automationCompare ranking signals, stock guardrails and the work needed to reorder a large catalog.
Plan collection merchandisingExplore Swift AI CollectionsDiscuss collection merchandisingWork in various states of development and architectural design, spanning from headless Shopify architecture and complex custom integrations to autonomous AI agent development.
