Building a Serverless AI Model Evaluation Platform on AWS

The Problem A media company needed to evaluate which AI model produces the best podcast-style summaries from news articles. They wanted to: Send an article to multiple AI models simultaneously Compare the outputs side by side Score each output automatically Generate a visual comparison report Doing this manually, copying articles into different model playgrounds, reading outputs, judging quality, doesn't scale. They needed an automated evaluation pipeline that could run experiments on dema...