This isn’t about connecting a temperature sensor in your Arduino. This build is about ... to add thermal mass (you can’t do this with water because you’re putting it in a freezer and antique ...
It runs on an Arduino MEGA 2560 PRO (or similar microcontroller) and supports a wide array of additional hardware including pressure transducer, water level sensor, flow meter, OLED display ...