Preheat the oven to 375 degrees F.
Cut the baguette into 1/3's and slice in 1/2 for sandwiches. Slice green and red peppers, discarding stems and seeds. Slice the tomatoes and red onion and set aside. Mix goat and feta cheese together, set aside. In separate bowls place oregano, salt, pepper and olive oil.
Spread goat and feta cheese mix on 1 side of baguette and brush other side lightly with olive oil. Spread 5 pieces of eggplant on baguette, generous amounts of red and green peppers, tomatoes, red onion, and cilantro. Lastly, sprinkle with oregano, salt, and pepper.