First, you need to go to Bole. Go walk towards Flamingo to grab a taxi. At the point where you drop off (Bole Mini cafe) you will find a Gerji taxi. If you come at rush hour, you will not find a gerji taxi. So just ask the people around there and they will point you to Bora, there is another Gerji taxi there but you need to walk a little bit.