Ask HN: How would you start Machine Learning consultancy?

If you were to start consulting as Machine Learning expert, how would you go about doing that? Assuming you have enough knowledge.

I have some background in ML and I can catch up quickly when given opportunity. Right now, I work for a major company but I would like the freedom of consultant, to be able to work on smaller projects and gain a lot of exposure to various ML/AI areas.