Single class active learning mode

A machine learning startup building a data labelling tool to optimize ML algorithms implemented a labelling mode to increase efficiency. I supported the product manager and engineers in implementing a clear design of actionable builds for users to improve their labelling.

• This optimized labelling mode needed to be designed clearly enough for users without a background in data to understand.

• Info icons throughout offer anchors for users to orient themselves to the platforms recommendations.

• A right panel was designed to be able to scale to accommodate other related features as they are developed.