Go for it! Like you said, what's the worst that can happen! I'd recommend a product called Surecrete Xtreme. It's not what I use, but it's geared more toward the consumer, and is a very high quality product. there are just two components to mix together, so it's very easy to get the mixture correct.

Good luck, and please post pictures!