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No the word overlooking is not a noun. It is the present participle of the verb overlook.
A Room Overlooking the Nile was created in 2004.
The window is overlooking the tracks so it easy to see trains.
Montjuic
The cast of The Overlooking Eye - 2010 includes: Rodrig Andrisan as The Runaway Man