Assembled the bed by myself in about 3 hours, so its definitely possible. 
Two pieces were scuffed up from shipping, but luckily they were in places that were not highly visible. 
Overall, Im satisfied with my purchase. This was for a college apartment, and for the price, Id say it was a good deal.