Hi,
Invoice Generator is simple and on the go invoicing app. Currently, we have not supported option to save contact details.
We like to suggest, Zoho Invoice app(https://play.google.com/store/apps/details?id=com.zoho.invoice) you will be able to save contact details, with many other features.
For query, email support+mobile@zohoinvoice.com.