Heat first 8 ingredients in a small skillet over medium heat until fragrant, about 2 minutes. Remove from heat & add olives & toss to coat. Stir in remaining ingredients. Refrigerate in an airtight container for at least 4 hours or up to 3 weeks. The longer the marinate, the better they taste. Drain & serve at room temperature.