It's too comfortable while laying down, I usually fell into sleep when I was laying down on my bed to take a rest. I guess this could also happen with such setup.

I think it's better to find a comfortable chair instead, unless you don't have choice but laying down. It's important to keep the laying down pose dedicated to sleeping/resting, do some exercise at other time and this could boost your productivity.