$$ F=\frac{mv^2}{r} $$
That's your equation. Let's flesh it out.
m is the mass of the human, in kilograms. Let's call it 75kg (around 165lb).
F is the sum of the weight of the human on earth and the weight of the human on the (non-spinning) moon, in Newtons. This is because centripetal force due to a spinning planet (or moon) will act in a direction opposite that of gravity from that planet (or moon). Call it 735N in earth-weight, for just over 120N moon-weight (close enough). F = 855N.
r is the radius of rotation, in meters. The radius of the moon is around 1738100 meters at the equator, where we'll be building our base, for maximum velocity. r = 1738100 meters.
Now we just have to solve for velocity:
$$ \frac{Fr}{m} = v^2 $$
$$ \sqrt{\frac{Fr}{m}} = v $$
Substitute in our variables:
$$ v = \sqrt{\frac{855\mathrm{N} * 1738100\mathrm{\ meters}}{75kg}} $$
And solve:
$$ v = 4451 \mathrm{\ meters/second} $$
The circumference of the moon is 2×π×radius, or 10920804 meters. So, our moon would complete one revolution every 10920804/4451 seconds = 2453 seconds. That's roughly once ever 40.89 minutes.
That's not so unreasonable, right? But here's the catch. Anything at the equator of this moon on the outer surface, going at the speed of the equator, will be launched out into orbit. That means moon dust, rocks, spacecraft, everything. The moon will disintegrate, and the underground base with it, if you can even find a way to build the base in the first place (maybe before speeding up the rotation). The escape velocity of the moon is only 2380 meters/second, and the equator is clocking 4451. So, no more moon.
The solution to this is to make the moon stay together by some incredible binding force of essentially magical strength. If every molecule was immovably bound to every other, you could have your base. Whether that works for your story, I don't know.
Note: You'll run into this problem on any planet of any size, when you try to make its centripetal force greater than its gravity. The equatorial speed will rise over escape velocity, and the planet will disintegrate. That's why artificial gravity of this sort typically only comes up in space stations, which aren't kept together by gravity at all.