AI HR Recruiter Bot

Automates candidate screening, interview scheduling, and responses using smart WhatsApp AI.

AI HR Recruiter Bot
  • Project name : AI HR Recruiter Bot
  • Company : NexoraVerse
  • Client : Growing teams & HR consultancies
  • Date : 15 January, 2026
  • Duration : 6 weeks

Project overview

Automates candidate screening, interview scheduling, and responses using smart WhatsApp AI.

Screening hundreds of resumes for a single opening is where hiring pipelines stall. The AI HR Recruiter Bot reads every application, scores candidates against the actual job requirements, and schedules interviews with the shortlist — before the hiring manager has opened their inbox.

It handles the repetitive middle of recruitment so humans can focus on the part that matters: the final conversation.

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Client challenges & requirements

Key constraints from the brief:

  • Resume formats vary wildly — PDFs, Word files, LinkedIn exports — all had to parse reliably.
  • Scoring needed to reflect real job requirements, not keyword matching.
  • Interview scheduling had to negotiate calendars without email ping-pong.
  • Every rejection needed a respectful, personalised response — no silent drops.

Project solution

We built a screening pipeline with an AI evaluation core:

  • Universal resume parsing normalises any format into a structured candidate profile.
  • An evaluation model scores skills, experience relevance and role fit with written reasoning the recruiter can review.
  • Shortlisted candidates get an automated scheduling link synced to interviewers' calendars.
  • Candidates outside the bar receive a courteous, personalised update — protecting the employer brand.

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