WhatsApp interview evaluation with LLM scoring
Candidates answer screening interview questions on WhatsApp, and an LLM scores each answer against the role.
- Client
- A recruitment platform
- Industry
- Recruitment
- Services
- Agentic AI, Automation
- Published
This is our founder's own work, built before Solutions Gator for a previous employer or partner. The client is described, not named.
01Problem
Early screening interviews took up recruiters' time, and they were hard to schedule with large numbers of applicants. Each interviewer also judged answers a little differently.
02What was built
We built an interview flow that runs on WhatsApp. Candidates answer questions for the role in their own time, and a large language model scores each answer against clear criteria and explains its score. Recruiters review the scores and decide who moves forward.
03Stack
- WhatsApp Business API
- Large language models
- Scoring rubrics
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