fix: update docs and pre-commit fixes

[Shaktizala]

fix: add pre-commit and do the needful changes so that the checks pass

Fixes Issue

Changes proposed

Check List (Check all the applicable boxes)

• My code follows the code style of this project.
• My change requires changes to the documentation.
• I have updated the documentation accordingly.
• All new and existing tests passed.
• This PR does not contain plagiarized content.
• The title of my pull request is a short description of the requested changes.

Screenshots

Note to reviewers

[khushijoshi1234]

Just Realign the logo to the center because we need to highlight it more whenever somebody dives into our platform/repo, otherwise other changes LGTM
Thanks,

[khushijoshi1234]

done , thanks!