AWS Lambda with .Net Core 3.1 - Timeout from SQL Server when using EF Core but works fine ADO class Microsoft.Data.SqlClient (SqlConnection)

Question

I have a .Net Core 3.1 API that I have created using AWS Tool Kit extension for Visual Studio.

Lambda function is hosted in same VPC and subnet as that of EC2 - Sql Sever