Howard, you sound like a nice chap and I'm sure you're well meaning. I do wonder how much experience you have with either trading or system backtesting.
You refer to testing on "unseen" data.. this is commonly called "walk forward testing" and can be carried out on inexpensive software such as Amibroker (
http://www.amibroker.com/guide/h_walkforward.html). It doesn't require a degree in engineering; I'm not sure why you felt the need to include that information.
I suggest also that you read "Market Wizards" if you haven't done so already. It profiles several very successful traders. The two things that struck me were 1) they all seem to refer to 1% as the optimal bet size and 2) they all trade very different strategies - some are trend followers, some scalp, some look for mean reversion etc.
The point is, the strategy itself is not nearly as important as you think. Money management and psychology are what will make or break the trader, and for this I would suggest you should backtest further than five years.. ten at the very least. Ultimately you will not be able to persist in trading your strategy through drawdown if you don't have the utmost confidence.
Furthermore, you mention you have been making money the last few months from selling credit swaps (is that right?). I don't know anything about them, but would guess that's profitable when the markets are rising? But what about if the market suddenly does a 180 and dumps, then what? You really can't claim anything on the back of a track record under two years minimum of live trading.