This is doable using high end stuff like Runway with a draft quality.

Your better bet would be to generate a face as an image and then you can easily generate that same face in different expected poses and conditions. You can then use existing models where you get to select the starting image and the ending image. Add some filters and noise to just make it look like normal crappy low light camera.

As for the color that's another expected condition and can be overlayed or pre-generated.