Hide it in plain sight.
You seem to have reasonable carte blanche when it comes to the secret base. One problem with the ideas so far is that you could be tracked down by your use of electricity, water or heat. So instead you build an appartmentapartment complex with several tenants. You own an appartment on the bottom (or if itsit's luxurious enough you own the entire bottom). Beneath the utilities basement you have another basement where you will build the base of operations. Perhaps make it some off-the-books work with the contractor so it doesn't show up on the building plans.
You make sure the ventilation system of the building is connected to the lowest basement. You then do some work so the electrics and water of the basement are drawn from the appartmentapartment you own. This way any electric and water usage will not be unnoticed.
Make the bottom basement a gym for a short time (or have illegal activities take place there, out of your knowledge ofcourseof course). Eventually the gym will be shut down for monetary or legal reasons and you brick it up completely.
Now you have a basement that is there, people even know itsit's there, but itsit's no longer accessible and in use, right? There's hundreds of small sections no longer in use all over the city, doors and rooms that some people know technically exist but you walk passedpast it because there's nothing there. ItsIt's ventilated, it has running water and electricity that are billed to an adressaddress, and since itsit's an appartmentapartment complex no one can wonder why there is random heat or electricity at that point, especially since itsit's right beneath the utilities basement where you likely have the central water heater and electric cirquitscircuits for the building. And hey you live there, so you can also sit back and relax whenever you feel like it.