Can I wear normal contact lens when I have astigmatism?

You can, however, with your RX, you will probably not like the results. I would try a different brand of torics. And if worse comes to worse, get the doctor to recheck the base curve. If it wants to bubble up, it makes me wonder if you have the correct curve.