In a large skillet over medium high heat, heat 1 inch of the vegetable oil to 350 degrees F.
Line a plate with paper towels. Fry the potatoes in the oil for 3-5 minutes, until they are golden and crispy. With a slotted spoon, remove the potatoes to the prepared plate.
In another large skillet, heat the olive oil and cook the garlic over medium heat for a minute or so, until it becomes golden.
To the pan, add the fried potatoes, paprika, tomato paste, and chili powder. Stir until the potatoes are evenly coated with the spices.
Remove the pan from the heat, and stir in the cilantro and salt.