Bishoo followed up his 5 for 79 in the first innings with figures of 4 for 105 in the second as Zimbabwe were bowled out for 316 on the fourth day at Queens Sports Club.
Although Hamilton Masakadza and Brendan Taylor struck half-centuries as Zimbabwe put up a better fight with the bat in their second innings, they were derailed by some clever bowling from Bishoo and a couple of calamitous run-outs, ensuring they were always unlikely to pull off a world-record chase of 434.