Re: As of January 2014, what's the best way to purchase large amounts of Bitcoin?
I'd always go for cash in person - wouldn't trust any exchange with large amounts of cash. 
For large amounts what type of individual person would do such a deal with such large numbers?
What type of individual? I would have to say someone who had a lot of BTC that they wanted to sell
