Executing API of a AWS Lambda function multiple times throws “message”: “Endpoint request timed out”. How to resolve this problem?

Question

Lambda Specs: Python Version - 3.7 || Memory - 10240MB (10GB)

The Synchronous API timeout limit is 30 seconds. My code executes for 4 seconds. The below code is a sam