Castonguay served as Mayor of Saint-Félicien in Saguenay-Lac-Saint-Jean from 1935 to 1940.
He ran as an Action libérale nationale candidate in the district of Roberval in the 1935 provincial election and won.
Castonguay joined Maurice Duplessis's Union Nationale and was re-elected in 1936.
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