Rajohnson was invited by FINA through the Universality rule to compete for Madagascar in the men's 100 m breaststroke at the 2008 Summer Olympics in Beijing. Swimming in heat two, he swam for 1:08.42 and put him in fifth place and fifty-ninth overall on the evening prelims. His personal best for this course is 1:05.32