Boolean Sourcing Toolkit

Search-string construction and candidate data normalization

A set of utilities for building skill-anchored Boolean search strings and for normalizing messy candidate exports. It cleans up name casing, credentials, and compound surnames into clean, searchable data.

Highlights

• Favors skill- and responsibility-anchored strings over title anchoring.
• Signal-based name normalization that leaves correct entries untouched.
• Multi-board job scraping feeds a single normalized dataset.