Criteria setup
Recruiter controls for role requirements, must-have skills, scoring weights, language needs, and evaluation notes.
An AI screening workspace that compares resumes against HR criteria, ranks applicants, and keeps recruiter decisions explainable.
HR teams needed a faster first-pass screening workflow for large applicant pools without turning the process into a black box. Recruiters needed criteria, scores, rankings, notes, shortlist decisions, interview questions, and email drafts to stay visible and editable.
The system includes a criteria builder, batch resume upload, AI scoring, applicant ranking, compare and shortlist views, resume reasoning, interview questionnaire generation, and draft emails for recruiter follow-up.
The completed project shows how AI can reduce initial screening time while keeping the hiring criteria, score reasoning, and recruiter controls visible.
Recruiter controls for role requirements, must-have skills, scoring weights, language needs, and evaluation notes.
Batch upload and AI-assisted scoring that explains strengths, gaps, and fit against the selected criteria.
Applicant ranking, comparison, profile review, shortlist decisions, and recruiter notes in one workspace.
Generated interview questions and email drafts that recruiters can edit before contacting candidates.
A front-end mockup with sample data only, made to show the product direction, screens, and interaction style.