During her undergraduate studies, Ferrante originally wished to pursue a career as a high school chemistry teacher but was encouraged by a female professor to pursue a career in mathematics.
During Ferrante's early years of study, she initially aimed to become a secondary school chemistry educator but was guided by a female instructor to consider a profession in mathematics.