Ai System Design
Ai System Design
Hard
Health Recommendation System
Create a design for a health recommendation system that uses AI to suggest lifestyle changes based on user health data. Address how you would process and ingest sensitive health information, select appropriate embedding techniques for risk factor analysis, ensure real-time processing of user requests, and implement safety measures for sensitive data. Discuss how you would evaluate the reliability of the recommendations and monitor for any changes in health trends or model drift.
Key concepts
embeddingsreal-time processingmodel evaluationsafety protocolsdata drift
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