Create an API that analyzes social media posts or comments and returns AI-based sentiment insights (positive, negative, neutral).
Design database for posts, comments, and user metadata.
Develop API endpoints for submitting text and fetching sentiment results.
Preprocess textual data for NLP model training.
Train ML/NLP model for sentiment classification.
Integrate AI model with API endpoints.
Implement authentication, logging, and rate-limiting.
Test API with various text samples.
Deploy API for external integration.
Document endpoints, request/response format, and AI workflow.
