Own Page ( code)

Hi,

I want to make a page where on each tags :
My page should look alike : https://www.missmalini.com/aamir-khan-2/

Above page is coming from https://www.missmalini.com/celebrity-fan-pages/

this are categories with Tags :

I also know that the patten is like
Big Image is First ( First latest Post of resp. tag )… then 4 image with title are from Second post )and then only title after sixth post .. its means they have divide latest 10-12 post with this structure ,, hence how i can do same .. also if u see on top ( above Ten Latest Aamir Khan Updates ) there is “Aamir Khan Full Bio ” which is different for resp. tag.

Hence how i can do this ( means how i can make such Own Custom Page code ) can any one let me know.