make README.md template according to markdown documentation

Updating the patch to make markdown file follows up documentation.

Charchil Khandelwal → made their first commit to this issue’s fork.

Created MR for the issue.
Please review.

Thanks.

The readme file looks good on gitlab, this issue is not adding any extra value and seems to me a way to get credits.