In a large pot, combine the shrimp, 4 cups cold water, salt, thyme, peppercorns, bay leaves and celery seeds. Cook this mixture over medium-high heat, stirring occasionally, until the water registers 170 degrees and the shrimp are just barely beginning to turn pink, about 5-7 minutes.