If you have an EC2 instance to run your application and an RDS instance for your database. On your EC2 instance you are in luck as you can easily change the time zone of the machine. Like set it to GST or by location like below
# ln -sf ../usr/share/zoneinfo/Asia/Dubai /etc/localtime