Comersly

Overview

Comersly turns messy industrial catalog files into something a storefront can actually use. You drop a CSV or XLSX full of abbreviations, blank photos, and no Dept / Class / Fine — then the pipeline interprets the raw cells, classifies each row from a manufacturer page, writes catalog copy, attaches the manufacturer photo, and exports a commerce-ready file. The supplier sheet stays raw. This is the project that taught me how to ship a real product pipeline, not just a demo.

Features

• —CSV / XLSX upload for the file a supplier actually sends
• —Interpret supplier cells into catalog fields without overwriting the source
• —Classify each row into Dept / Class / Fine from a manufacturer page
• —Confidence scoring — high-confidence rows ship, the rest wait for review
• —Manufacturer photos attached, then one-click CSV or XLSX export

Tech Stack

What I Learned

• —How to design a multi-stage import pipeline: upload → interpret → classify → catalog → export
• —Why the raw cell has to stay — SQD is what the supplier typed, Square D is what the catalog sells
• —Building classification that waits on a real manufacturer page instead of guessing
• —Shipping a product people can click through end to end, not just a localhost experiment

Gallery