Why Does Allergy Center Islamabad Website Load Slowly on Phones?

I tried opening https://allergycenterislamabad.com several times, and the page either loads very slowly or stops halfway. Could it be related to heavy images, mobile optimization, or server speed? Would appreciate any suggestions on how to fix this — especially for users on slower connections.