Heat oil in a large saucepan over medium heat. Add garlic, ginger, coriander, cumin, turmeric and cayenne pepper; cook and stir until fragrant, about 1 minute. Add coconut milk and curry paste; bring to a simmer.
Add vegetables to the saucepan; reduce heat to low and simmer for 10 minutes or until vegetables are tender.