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April 22, 2026 · 1 min read

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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SOFTWARE_ARCHITECT // AI_ENGINEER

📅 Apr 22, 2026 ⏱ 1 min read

HW

How would you design an API to support a natural language processing service that performs sentiment analysis on user reviews?

COVER // 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 parameters, like sentiment type, and return a structured response containing sentiment scores and insights.

api design performance security sentiment analysis

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