The Geometry Calculator video by Altae demonstrates a custom math app starting from the splash screen to the main menu featuring shapes like circles, triangles, and parallelograms. The creator showcases the layout and source code while testing number inputs, automatic area and perimeter calculations, and resetting values. Additionally, the app displays built-in geometric formulas and explains the block-based code driving these calculations.