2) After buying the 300k GPUs, your electricity cost will put you in competition with hosting on cloud costs, you will probably lose dollars this way.
3) NVIDIA will charge you a kidney to provide driver/hardware support if anything goes wrong.
This inherently a bad idea and this person is probably trying to promote his startup.