How to put Arduino Nano in low power sleep mode (<0.05mA)
Turns out the voltage regulator was AMS1117 - not MIC5205-KB50/KB33/KBAA like the one in the article. Ripping it off gave me the 0.026 mA idle current which is even better than what I was hoping for.