Improve the global param data flow

[jrwbabylonlab]

The way we passing and using global parameters is quite spaghetti. The scope of this task is to find a way to make the code cleaner and more modularised so that we don't have reference to the same object and complex logic on fetching and computing the global params.

Note, this is a very high risk ticket