You will most likely find that once you are out of sight he will settle down. Many children go through this at some stage and it's usually only for a short time. You might even find he will reverse his actions and only your DH can comfort him.
Get your DH to start doing things with him but make sure he cannot see or hear you, this way they will be used to each other better before you go back to work