You may not need a machine learning model developed at all. In fact many projects start with a simple analysis of what is going on in your business. Often as a data scientist brought in from outside I have the benefit of fresh insight.
Given a small amount of known data on your customers, I can produce a report analysing their demographic profile, estimated lifetime value, a cohort analysis, and other useful insights. For example I may be able to spot if there is a segment of your target market which is under-engaged. All of my analysis will be done with Bayesian statistical rigour.
If you would like to use my services for data analysis please reach out with the form below.