Resumes lie, and screening doesn’t scale. HireZap closes that gap: pull skills from a job description, auto-generate a matched assessment from 600-plus competencies, shortlist on evidence. We designed the system end to end extraction, generation, sharing, a results dashboard built for one decision. The work extended into SkillZap, the same engine pointed inward, helping teams find their own gaps and a learning path to close them.