Update

I have added the following policies to my amplify/backend.ts

const backend = defineBackend({
   auth,
   data,
   sendEmail
});

   backend.sendEmail.resources.lambda.addToRolePolicy(
     new PolicyStatement({
     actions: ['ses:SendEmail', 'ses:SendRawEmail'],
     resources: ['*']
   })
)

This is working now.