It's not coming out of reset, the power/thermal management is running the fan full speed and will continue to do so until the main CPU takes over.
So, you've tried the memory, does the original memory work in another machine?
Have you looked up what three blinks means?
Is the LED near the power socket solid or is that blinking?
Have you reseated the processor, can you swap it out for a known good one?