Hi I have a H1 visa, I am planning to reach US shortly. I just wanted to know if I can work for another company other than my sponsor as soon as I reach there.

Your visa specifies who you are working with, so you will need to work for the employer who applied this visa for you first. You may file for a H-1 transfer later, but not as soon as you reach US.