How send bulk email or newsletter?

Email marketing tools are the best options you have. And yes, they have APIs for sending emails. Examples are mailchimp, sendinblue, etc.

But if you really want to stick to using your website (which I do not recommend), then you can use the

Code:

chunk()

method to break the process into little bits to avoid hitting the limit of your shared hosting server. See docs.