Thomas Cortallessa was last known to be driving his light blue 2013 Toyota Corolla with PA license plate JJL-3807.
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The vehicle also has a dent on the rear driver's side bumper.
Police say he is six feet tall with a large build.
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Police say Cortallessa may have been passing through Tinicum Twp. on his way to Harrah's Casino in Chester.
Anyone with information is asked to call Upper Darby police at 610-734-7693 or send a private message through social media.