Does the setting of interest rates depend solely on the Fed Chair?
No.
Twelve members of the Federal Open Market Committee (FOMC) vote in setting the target for the federal funds rate, which banks charge one another. Changes in this interest rate typically change interest rates charged to consumers.
FOMC voters consist of the seven Governors of the Fed (including the Chair)