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Can you set dynamic filters when publishing collection lists?

Hi is this possible?
E.g. I have 100 blog posts and 10 authors - each owns 10 blogs. I want to view only my 10 blogs that I own on a published collection list.

I could have a dropdown at the top of page to filter me as author and return my blogs.

So using a collection page, can I dynamically use author email as a filter to return just my blogs in the collection list? the author email would be a field in collection item

Apologies I don’t have a live URL to show

Here is my public share link: LINK
(how to access public share link)

Any thoughts on this?!