Alright, is all fixed. Thanks @Petr-Budnik for the suggestions. Here is what I did...
- Set the environment values (under Config properties->debugging) to update the path (this is how it was done in QT project). This value was setting path to include QTBin folder (which I suspect has any use)
- Copied all the Preprocessor definitions from QT project to the main project
- Update the include paths
- Add QT .lib files in additional dependencies when stuck with Linking errors.
And an important (though weird) fix during compiling... I had to move the call to include this Qt project file to the top of my ".h" due to some weird QT compile time errors from file qnamespace.h and qmetatype.h (Thanks to the tip from comment 2)