Officers were called out to a residence on Oxley Drive in Chatham for a suspicious person complaint about 10:30 Sunday night.
A woman told police she saw a man peering at her through the window.
Police say the woman provided authorities with a physical description of the suspect as they are known to each other through a mutual friend.
Police were able to identify the man.
Just before midnight a patrol officer saw the suspect driving and pulled over the vehicle for a traffic stop.
The officer discovered the driver was suspended from operating a motor vehicle for unpaid fines.
The officer also noticed a strong odour of marijuana coming from inside the vehicle, and a bag containing approximately two grams of marijuana was seized.
The vehicle was towed from the roadway.
A 22-year-old Chatham man is facing a number of charges including voyeurism, criminal harassment, driving while under suspension and drug possession.
He remains in custody pending a bail hearing.
