Gursharan Singh, who hails from Brampton, Ontario and is one of six men charged with smuggling operation, pleaded guilty yesterday before senior US District Judge William M Skretny in federal court in Buffalo for transporting large amounts of cocaine and marijuana across the US-Canadian border.