Why stop with creating a browser from scratch? You'll need hundreds of millions of dollars in capital just to build your own compiler technology that would be successful enough and incorporates enough instruction set optimizations present in commercial CPUs that your custom browser can be built upon.
Maybe you'll need your own hardware as well...