Should I mention my blog in my SOP

I did a bunch of code projects like implement a algorithm or use the code from a paper on a different dataset. Since these are not new and might not even be unique(They maybe, but I am not sure). I maintain a blog about all these activities that I do. These projects are related to machine learning something which I am interested in pursuing a MS degree in.

Should I mention these blog posts in my SOP?

Since SOP is a research statement and these are not entirely research projects, but these reflect my interest in machine learning.

Also will doing this benefit me in any way?