I would design a microservices-based architecture that includes modules for data ingestion, pre-processing, sentiment analysis, and result storage. Each module would be deployed independently using technologies like Kafka for stream…
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#sentiment analysis
Can you explain how you would design a scalable architecture for a natural language processing system that needs to handle real-time sentiment analysis for social media streams?
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How would you design an API to support a natural language processing service that performs sentiment analysis on user reviews?
I would design a RESTful API with endpoints for submitting text, retrieving analysis results, and managing user profiles. The API would accept JSON payloads with the text data and additional…
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Can you describe a situation where you had to collaborate with non-technical team members to work on an NLP project? How did you ensure effective communication?
In my last project, I collaborated with a marketing team to develop a sentiment analysis tool. I set up regular meetings to explain technical concepts in simple terms and encouraged…
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