Design a Query Understanding System

Design an ML system that interprets user search queries to improve search quality. The system should perform query classification (navigational vs. informational vs. transactional), query expansion, spell correction, and intent detection. Consider how to handle ambiguous queries, personalize query interpretation, and serve results in real time.