Projects
A running index of work — shipped platforms, in-flight rebuilds, and things I've parked. Case studies are linked where the client relationship allows it.
- 01Postgres · Python · MDMLive
Catalog rebuild for industrial distributor
Unified supplier feeds, canonical taxonomy, and normalized attributes across 400k+ SKUs.
- 02Kafka · TypeScript · AlgoliaLive
PIM-to-storefront pipeline
Replaced nightly batch sync with event-driven propagation; cut publish latency from 18h to 90s.
- 03OpenAI · Python · PostgresIn flight
Applied-AI product classification
LLM-assisted classification for unstructured supplier data; human-in-the-loop review queue.
- 04Node · SQL Server · RESTArchive
ERP integration middleware
Thin integration layer between legacy ERP and downstream systems; idempotent, auditable.
Case studies
Rebuilding a catalog that could actually be searched
Moved from seven fragmented supplier feeds to a single canonical catalog — without freezing the business.
From 18-hour batch to 90-second publish
Replaced a brittle nightly ETL with event-driven propagation across PIM, search, and storefront.