AI-Powered Sentiment Analysis API for Social Media Posts
PinsoutArtificial Intelligence / Machine Learning / Social Media Analytics / It ServicesProject Objectives:
Create an API that analyzes social media posts or comments and returns AI-based sentiment insights (positive, negative, neutral).
Project Tasks:
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.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Natural Language Processing (Nlp) With TransformersRest Api Development & IntegrationDatabase Design & Management –Machine Learning / Ai Model DevelopmentSoftware Deployment & Documentation
