1. There is relation between RPM and design of blogger?
I have no idea. Maybe someone else can tackle this one.
2. What is best place to make ads in blog and size of ads?
This is something you will have to test out on your own.
3. Suggest me some company either Adsense to work with it?
There are affiliate companies like Amazon, Clickbank, ShareASale, etc.