The project involves creating a temperature sensor that outputs readings on an 8x8 LED matrix using two shift registers (74HC595) for serial to parallel data transfer. The Arduino controls the scrolling messages and manages the refresh rate by employing an interrupt-driven approach, with calibration done via a potentiometer. Key components include wiring diagrams, calibration processes, and custom code for the functionality of the temperature sensor and LED display.