(CNN) -- Julio Acevedo, the man wanted in connection with a hit-and-run crash that killed two expectant parents and caused the death of their newborn boy in New York, surrendered to police in Pennsylvania on Wednesday, New York Police Deputy Commissioner Paul Browne said.