
Alumnus
Gender Variants
Alumnus is traditionally male. The female equivalent is alumna, and plural is alumni for mixed or male-only groups and alumnae for females. 
Not Current Students
Use alumnus only for someone who has graduated, not for current students. 
Specific Institutions
Alumnus refers to someone from a specific school, not someone who just attended school in general. 