After 4 hours of searching with no fix. I will post my issue here. 

Basically as the title says, MC Bedrock refuses to start if my primary GPU is selected, in my case the Nvidia Quadro 2000M. The Mojang screen with white background appears, stays there for 3 to 6 seconds and then it simply just closes.

If I select my integrated graphics, in my case the Intel HD 3000, it will run fine. 

My system is a fresh install of Windows 10 with the latest drivers available.