Mix the shrimp with spices and set aside.
Saute onion in olive oil until golden.
Add leek and bell peppers to the onions.
Add the spices and saute for a few more minutes.
Add tomatoes and capers to the vegetables.
Add the shrimp and cook for a few more minutes.
Serve with rice or salad.