Puja Gorai
← All Intello Labs projectsIntello Labs

Data Labeling and Model Iteration

An internal annotation tool to help the ML team improve models faster.

Conceptual illustration of produce inspection and computer vision assessment
Conceptual illustration · Intello Labs

The problem

A computer-vision product depends on the data used to train and improve its models. Annotation and iteration were an internal workflow worth improving alongside the customer-facing product.

What I owned

I built an internal data-labeling tool to support annotation and model iteration for Intello’s produce-quality models.

How I approached it

  • Focused on the annotation workflow used by internal labeling and ML teams.
  • Built tooling to accelerate the path from labeled images to model iteration.