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

PakRail Dashboard — Live Train Tracking

Expense Tracker — Financial Management