Preheat oven to 425°F (220°C) and line a baking sheet with parchment paper.
Wash and dry the zucchini, then slice into ¼-inch rounds or sticks.
Lay zucchini on paper towels, sprinkle lightly with salt, and let sit for 10 minutes.
Pat zucchini completely dry to remove excess moisture.
In a bowl, mix Parmesan cheese, breadcrumbs, garlic powder, black pepper, and a pinch of salt.
Toss zucchini slices with olive oil until evenly coated.
Press each zucchini piece into the Parmesan mixture, coating all sides.
Arrange zucchini in a single layer on the prepared baking sheet.
Bake for 18–22 minutes, flipping halfway through, until golden and crispy.
Optional: Broil for 1–2 minutes at the end for extra crisp edges, watching closely.