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Boil the potato until fork-tender, about 10–12 minutes. Drain, reserving a little cooking liquid.
Sauté the onion and garlic in 1 tablespoon olive oil until softened. Stir in the cumin, black pepper, and celery seed, then cook for 1 minute.
Mash the onion mixture, chickpeas, potato, almond flour, parsley, and salt together. Add reserved potato liquid if too dry or more almond flour if too wet.
Shape into 6 patties.
To bake:
Brush with olive oil and bake at 400°F for 12–14 minutes. Flip and bake 10 minutes more.
To pan-fry:
Cook in olive oil over medium-high heat for about 3 minutes per side until golden. Flip only after a crust forms.