Preheat your oven to 220°C (425°F) and line a baking sheet with parchment paper.
Slice the eggplant into sticks about 1/2 inch thick and 3-4 inches long, keeping the slices uniform for even baking.
In a shallow bowl, whisk the beaten egg until smooth. In another bowl, combine panko breadcrumbs, smoked paprika, salt, and pepper.
Dip each eggplant stick into the egg wash, ensuring it's coated evenly, then roll it in the seasoned breadcrumbs until thoroughly coated.
Arrange the coated eggplant sticks on the prepared baking sheet, leaving space between each for crisping.
Lightly brush or spray the tops of the fries with olive oil to help them crisp up beautifully in the oven.
Bake for 20-25 minutes, flipping or turning them halfway through, until they are golden brown and crispy around the edges.
Remove from the oven and let the fries rest for 2 minutes to help set the crust and finish crisping.
Squeeze fresh lemon or drizzle a little vinegar over the fries for a bright finishing touch before serving.
Serve the baked eggplant fries hot with your favorite dipping sauce and enjoy their crispy, tender contrast.