StockPull
CLIP-scored image search that lets editorial researchers query four stock and DAM libraries at once instead of four separate logins.
The Problem
Editorial photo researchers had to search Getty, Adobe Stock, Woodwing, and OrangeLogic separately: four logins, four keyword boxes, one image. Keyword search also misses images that look right but were never tagged right.
What I Built
StockPull is an internal search tool gated behind a single Identity-Aware Proxy login that queries all four libraries at once. A CLIP visual scoring layer ranks results by what an image actually looks like, not just its metadata, so a researcher can search by concept instead of guessing the right keyword.
Selected Work
How It Works
Outcome
Researchers get one search box instead of four, with results ranked on visual relevance rather than tag luck.
My role
Creative Technologist at TMB — designed the pipeline, built it, and shipped it to production.