I figured out what the problem was. The clients attribute that I inserted in the uaa.yml was in the wrong place. It should have been directly beneath the oauth attribute. I had to also uncomment the section on JWT tokens. Once these were done, I was able to use the secret that I created for the admin user and now UAAC is working fine. 

Thanks ! 
Viraj