AI mock-interview & assessment platform
Students practise admissions interviews with an AI interviewer that listens, asks follow-ups and speaks back, then sit timed ability tests with instant scoring and a printable report.
Project illustration — not a product screenshot.
3interview languages
32screens
72test files
The challenge
Interview coaching was limited by tutor hours. The consultancy wanted members to practise any time, in English, Cantonese or Mandarin, while staff kept full control over questions, scoring rubrics and who has access.
What we built
- Turn-by-turn AI interviews with speech-to-text, dynamic follow-up questions and text-to-speech replies
- Timed ability tests with automatic grading, a mistakes review and weak-area analysis
- Membership plans and session credits with a full ledger — reserve, use, refund — plus activation codes in batches
- Content CMS for question banks, versioned papers, scenarios and rubrics with draft → published → archived states
- Audit log for every admin action and per-call AI cost tracking
Results
- Hosted in Hong Kong (Tencent Cloud) with recordings on Hong Kong object storage
- 72 test files cover the credit ledger, grading and permissions
- Staff update question banks without a developer
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