Case study

Worklaunch

Improved candidate screening by combining structured skill extraction, semantic search, and a custom ranking model across 3,000+ occupations.

2025Career intelligence
Worklaunch

Overview

Worklaunch is a resume intelligence platform that maps unstructured resumes to a standardized skill and occupation taxonomy. It supports semantic matching across ~3,000 occupations and ~14,000 skills, with APIs to manage candidate profiles, job listings, and matching results. Because this work was done under a paid contract, I only share high-level architecture and outcomes, not internal data or UI flows.