Is there a way we can customize the space we want to create or have a template of a space?
Yes you can, both on page and space level. I would suggest you have a look at the following documentation, it should contain all informaiton you need regarding this subject:
https://confluence.atlassian.com/display/DOC/Adding+a+Template
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