I have an ESP32-S3 that is driving a LED from a GPIO, however when there is no firmware flashed yet it seems like the GPIO is floating, thus the LED is not completely on or off. When there is no firmware yet, I want to keep the LED off.
So my question is how can I calculate a suitable pulldown resistor value for this application? I'm guessing it is quite simple, but I don't know the theory behind selecting a suitable value.
EDIT
MPN: LTST-C190KGKT
Added relevant schematic section 
EDIT2
