Collection Price Updater
An embedded Shopify Admin app that reprices every product in a collection at once, with an exact preview before the change and one-click rollback after it.
Work
Shipped systems, described plainly.
Five representative projects. Two are embedded Shopify Admin applications; three are the AWS pipelines that keep large catalogs correct. Each page covers what the system does and how it is built.
Shopify Admin applications
Metafield Manager
An embedded Shopify Admin app for applying a consistent set of product metafields across a catalog, from a single product to thousands, with a full audit log.
AWS data pipelines
Bulk product create & update
A serverless AWS system that syncs product catalogs from external sources into Shopify — creating, updating, and verifying products as a continuous pipeline.
Runs daily in production. First put to work on a live catalog of over 500,000 products.
Shopify taxonomy & category mapper
Classifies any store's catalog against Shopify's Standard Product Taxonomy — deterministic rules first, AI only where they fall short, with human review before anything is written back.
Run once across a live catalog of over 500,000 products. New products are now classified automatically as part of the daily import.
Taxonomy import enricher
A standalone service in a daily ERP-to-Shopify pipeline. It classifies each incoming product against a reviewed rule set and stamps the batch before the importer sees it, so categorization happens automatically as part of the daily run.
Running in production on a live daily import pipeline.
The two Admin applications are live and in use. I walk through them on a call, where I can show the parts that matter for your catalog rather than leaving a general-purpose tool open to the internet.