Heat a cast iron skillet or non-stick pan on medium to medium-high heat.
Place the shredded sweet potatoes, egg, diced onion, minced garlic, and paprika in a bowl, and mix well. You may need to use your hands for this.
Once the pan is hot, pour in about 1/4 inch of oil.
Form the sweet potato mixture into tightly packed approximately 3 inch discs and place them directly in the skillet. Smash them slightly with the back of a spatula.
Once the bottom of the fritters are turning golden brown, flip, gently smash with a spatula, and fry for a few more minutes until both sides are cooked.
If at any point the pan starts to get low on oil, add some more.
When the fritters are done, transfer them to a serving tray, season with salt and pepper to taste, and enjoy immediately.