Yes, that is the gorilla glue epoxy that can work. If you have not worked with epoxy before bear in mind this has a five minute working time and it will become viscous and kick pretty quickly.
To thin it I suggested denatured alcohol at no more than 20% by volume. Again, you should plan to work...