Database Mail Unsent

We had to rebuild our SQL server instance over this week and have restored every database including Master and other system settings, but our database mail does not seem to be working. All of the queued emails are sitting in Unsent and the mail queue is listed as Inactive. I've tried restarting the queue as well, although some other posts make it sound like Inactive is the default state for when it is not in use at that moment. We are using version 15.0.2116.2 I've been unable to find anything in the error log and the only indicator that it is not working besides the obvious lack of an email is the sysmail_event_log which used to have records in this order: Activation Successful; Activation Successful; DatabaseMail process is started; Mail Successfully Sent; Mail Successfully Sent; DatabaseMail Process is shutting down. Now all we get are the first two activation successful messages. After reviewing the Databasemail.exe.config it lists .net version 4.6, however we have 4.7 so I'm not sure if that could be a cause. I know previous versions needed .net v3.5. It's also worth noting that the email stored procedures worked perfectly before having to reinstall the sql server instance and restore the databases. The database mail profile is still the same as well, and the sql server service account that was previously used. Edit: After deleting all accounts and profiles linked to the database mail feature and starting that configuration over from scratch we did get the test mail working, in some of our stored jobs we now run into an error message "Msg 14607, Level 16, State 1, Procedure msdb.dbo.sysmail_verify_profile_sp, Line 42 [Batch Start Line 0] profile name is not valid" Edit2: The latest error was because the scheduled tasks called for a specific profile name in their steps.