@Nimit A.
We're in the same boat! Although I'm in Arizona I'm having difficulty finding 1% deals in my area let alone 2% deals. A couple things! You will most definitely qualify for an FHA loan with a credit score above 700. With the FHA you only have to put 3.5 % down, but consider closing costs etc. Also until you cover 20% equity in the home you will have to pay some type of mortgage insurance..you may know about this but just wanted to mention.
Also, with that FHA you will have to live in for some period of time before turning it into a rental property.. That brings me to my next point. If this is solely a rental property and not meant for a live-in that will turn into a rental, I would advise moving away from .5% deals. It seems that's based on specific area dependent circumstances 1% can cash flow but anything less will cost you money (from what I've learned here on BP).
That being said you may want to look at investing outside CA for buy and holds (I have seen some pretty fantastic flip stories in the the hot areas of CA).
IF you're set on investing in a .5% prop do note that there are depreciation write off benefits for properties!
https://www.biggerpockets.com/renewsblog/2014/07/3...
So looking at this property you may capture 3 out of the 4 rental property investment perks
1. mortgage pay-down
2.Tax advantaged
3. Appreciation
(Although its never advised to depend on that appreciation while making the decision to invest)