someone who sets the betting odds based on calculations of the outcome of a contest (especially a horse race)
One who determines the conditions of a handicap.
The word handicapper comes from the noun handicap combined with the suffix -er. It originally referred to someone who assigns a disadvantage to level the playing field in a competition.