Born in Lodi, New York, Flood attended the common schools and Elmira Free Academy. He studied medicine but did not practice, instead engaging in the drug business.
Flood was born in Lodi, New York, where he attended elementary and secondary education at the local schools and Elmira Free Academy. Instead of pursuing a career in medicine, he opted to pursue business interests in the pharmaceutical sector.