AI RESEARCH

Need feedback on my Senior Thesis: An automated MLOps pipeline for AI news classification & summarization [D]

r/MachineLearning

Hi everyone, I'm currently a senior (4th-year undergrad) working on my graduation thesis. For my project, I decided to build an automated MLOps system that aggregates, classifies, and summarizes AI-related news. Here’s a quick breakdown of how the system works: Data Ingestion: The system automatically scrapes news articles at scheduled intervals. Classification: It categorizes the scraped articles into four labels: Market, Solution & Use Case, Deep Dive, and Noise. Summarization: It then passes the relevant articles through the Gemini API to generate concise summaries.