Hey @John Hickey, glad to hear you've reaped some of the same benefits of investing in Bed-Stuy as we have! Curious to hear more on your intended sale of the townhouse. We purchase nontraditional rowhouses all the time. I can name several off the top of my head with vinyl, brick, etc. facades. A little extra curb appeal, by way of a more quintessential brownstone/limestone house never hurt, though.
To answer your questions -
The fund began investing at pretty much the trough of the downturn, in 2011 thankfully. Primarily in Jersey City and then expanding into Brooklyn and Harlem.
As far as ROI goes, that's tough for me to answer. I really don't have access to the specifics I'd need to give you a good estimate. Our numbers would be a bit different from yours' because our transactions are always all cash. We also dump a ton of capital into the renovation, upon acquiring, as the objective is to achieve record rents, while simultaneously creating a product which will be easily sold to an end user. In BS, we're getting rents anywhere from mid $8k to high $10k, dependent on the property and block.
Best of luck with the transition into a new market and trying out a different philosophy. I've definitely seen the pros and cons of going the single family route, first hand...Do let me know if you'd like to sit down and talk shop sometime.