Sounds like a classic case of overfitting training data. Bitcoin and cryptocurrency as an asset class is so nascent that I wouldn't be making any significant bets on what the algorithm outputs even if the cross validation is good.

As with all investing claims, the pertinent question to ask is "if this works so well, why are you spending time marketing your method instead of making boatloads of money using this system you developed?"