Career
Shcherba was born in Baranovichi, Belarus. She has a younger sister Mariya Shcherba who is also an Olympic swimmer. In October 2001 Hanna moved to France where she first competed for the club Melun, but then changed to CS Clichy.
She speaks Russian and French and works as a swimming coach at CS Clichy.