I prefare you use html css and javascript tovdevelope your website because you will modify and customise your website as you feel.
while using other CMS have it on advage which you will develope your website in few minute.
But with your web design and development skills you will design and developed great website within few weeks learning as i did when creating and launching selfeefy new photos sharing social networking platform and it already having high traffic of users www.selfeefy.com