This demo includes a simple, demonstrative model of how increased melanin absorption can change measured DC and AC amplitudes and introduce a positive bias in the estimated SpO₂ — similar to effects reported in recent studies. The model is simplified for visualization and educational purposes and not intended for clinical use.