Melt the butter over medium heat in a large pot.
Add the onion and celery, cooking until they are soft and translucent, about 5 minutes.
Stir in the minced garlic and cook for another minute until fragrant.
Mix in the tomato paste, paprika, and thyme, cooking for 2 minutes to deepen the flavors.
Pour in the dry white wine, scraping any bits off the bottom of the pot, and simmer until the wine is reduced by half.
Add the seafood stock and bay leaf, bringing the mixture to a simmer.
Lower the heat and simmer gently for 20 minutes, allowing the flavors to meld together.
Remove the bay leaf and blend the soup until smooth using an immersion blender or transferring to a blender.
Return the soup to the pot (if using a blender) and stir in the coconut cream, cooking for an additional 5 minutes.
Add the cooked, chopped lobster meat to the pot and heat through.
Season the bisque with salt and pepper to taste.
Serve hot, garnished with fresh parsley.