Feat: Add the current header and footer in the blog page

[KrishPatel1205]

Describe the feature

The header and the footer of the blog page isn't matching with that of the entire website and makes it look different form the rest of the website.

Add ScreenShots

Current looks:

Proposed look:

Record

• [X] I agree to follow this project's Code of Conduct
• [X] I'm a GSSOC'24 contributor
• [X] I want to work on this issue

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