There's about 8 billion people in the world today. The sum of all people who have ever lived is estimated to be about 117 billion. You had about a 6.8% chance of being born today. Improbable but very plausible.

As for the Fermi paradox, my guess is the universe is teeming with life. People greatly underestimate how huge the universe is