AI ML NLP sentiment analysis .NET 8 VADER Transformer API
News Analyzer — Sentiment Analysis API
Backend (.NET 8 + ML)
Screenshots coming soon
About
.NET 8 Web API with integrated sentiment analysis using VADER and Transformer models — automated RSS feed aggregation, political categorization, and news content scoring with Swagger documentation.
My Role
Built the complete API: .NET 8 with ML-based sentiment scoring (VADER + Transformer models), RSS feed aggregation pipeline, political categorization engine, and Swagger-documented endpoints.
Core Capabilities
- Sentiment analysis using VADER and Transformer ML models
- Automated RSS feed aggregation from multiple sources
- Political categorization of news articles
- Content scoring and ranking by sentiment
- Swagger/OpenAPI documentation
- RESTful endpoints for news querying and analysis
Architecture
- .NET 8 Web API with dependency injection
- VADER sentiment analysis model integration
- Transformer-based NLP model for deep analysis
- RSS feed parser for automated content ingestion
- Swagger/OpenAPI for API documentation
Tech Stack
C# .NET 8 VADER Transformer Models RSS Parser Swagger REST API