Suarez qualified for the Venezuelan squad, as the nation's sole rider, in men's BMX cycling at the 2008 Summer Olympics in Beijing by receiving an automatic berth from the Union Cycliste Internationale based on his top-ten performance from the BMX World Rankings. Suarez started his morning session by grabbing the eighth prelims seed in 36.325 seconds, but he could not match a more stellar ride in his quarterfinal heat with 17 positioning points and a fifth-place finish, narrowly missing out the semifinals by a six-point deficit.