The bout was waved off by referee Laurence Cole with Ahmed under heavy fire.
Time was 2:31. It was Ramirez’s first KO since 2014.
The bout was the Mexican third defense of his WBO World super middleweight strap.
On the night, another Ghanaian Thomas Awinbono was stopped in round by one Jessie Hart.