Finally Migrated from 10+ years of Blogger usage to my very own WordPress. It was a matter of exporting all the blog posts from Blogger in XML format and Importing it in WordPress after installing Blogger Addon.
Go to your WordPress Dashboard > Tools > Import > Blogger > Run Importer and select the XML. You are Done ????