Preheat the oven to 425 degrees (220 C). Line a baking sheet with parchment paper.
Scrub the sweet potato and cut it in half lengthwise. Slice the pepper in half, removing the core and seeds. Place the sweet potato and pepper cut side down on the baking tray and bake them.
Remove the red pepper when the skin browns (15-20 minutes). The sweet potato may take another 10 minutes before it is soft. Remove the potato and let it cool.
Add the chickpeas to a large mixing bowl and mash them with a potato masher or fork. Then add the olives, onion, parsley, onion powder, garlic powder, cumin, oregano, cayenne pepper, black pepper, and salt.
Preheat the oven to 400 F. Line the baking tray with fresh parchment paper or a silicone mat.
Peel the skin off the red pepper and dice it into small pieces. Remove the skin from the sweet potato halves and dice them into small cubes.
Add the pepper and sweet potato to the chickpea mixture and mix the ingredients well.
Measure out ¾ of a cup of chickpea flour and set it aside. Add about ¼ of a cup of flour and use your hand to mix it with the rest of the burger mixture. Use your free hand to add more flour, a little at a time, until you can form a ball or small patty that doesn’t fall apart.
Divide the burger mixture into quarters and form patties about ½ an inch thick. Place them on the baking tray and bake for 20-25 minutes or until brown. Then flip and bake for 15 minutes until the middle is firm and the outside is brown and a little crispy.