Arrange the tomatoes, red peppers, fennel, carrots, shallots, and garlic in a single layer on the prepared baking sheet. Drizzle with olive oil and season with salt and black pepper, to taste. Toss to combine and sprinkle veggies with fresh thyme leaves.