Perfect, you seem to know your stuff, all you need is a singlespeed freewheel, new set of chain ring bolts, maybe a new chain ring and chain.

However, you might need to redish your wheel. If you know how to redish your wheel, wonderful; if not, take it to a shop and let them do it.