After knitting the heel thrice, I finished the sock I started on wednesday today.
I had ripped it out to the gusset increases because they were contributing to the problem of The Humongous Heel. Increased only 3 times every other row on the instep side, instead of 4 times every row on heel side. Much better! Now the sock fits perfectly and the heel is also proportionate.
On to the second sock.