Alternatively you can run the following (aws cli)
aws configure --profile $PROFILE_NAME
it'll prompt you for the region.
notice in ~/.aws/config
it's:
[default]
region = ap-southeast-1
output = json
[profile prod]
region = ap-southeast-1
output = json
[profile profile name] in the square brackets