Hi, i currently work in a datacenter as a linux servers administrator, so i believe my skills are quite enough to solve your problem. any kind of linux work is my daily routine.
I did same kind of projects before, please see my reviews to understand my knowledges level.
So you want a ESXI server run in AWS environment to make a virtual machines on it ?