Question bank › Ai System Design
Ai System Design Ai System Design Hard

AI-Based Mental Health Companion

Propose an AI solution for a mental health companion that provides emotional support and coping strategies through conversations with users. Outline the data ingestion process, how you would personalize interactions based on user history, the model selection for conversation, and evaluation metrics. Discuss safety measures for sensitive topics and monitoring for any signs of user distress.

Key concepts

healthwellbeingpersonalizationevaluation

Practise this out loud — free

Start a mock interview on THIS exact question — a voice AI interviewer opens with it, pushes back like a real onsite, then hands you an instant scorecard.

🎙 Practise this question now
Part of InterviewLab's verified interview question bank. We show the prompt and concepts to practise with — never a copy-paste solution.