SOLVED!!! Phew!
I found this answer in the forum worked for me Ghost unable to send emails - #12 by EmpiricalEE
I changed my port number to port 465 and it worked!
Thank you @egg for guiding me to Ghost Log. It helped to go on the right direction.
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