With the current regime in France you need to do everything you can to avoid being tax resident in France, and setting up any sort of company or self-employed status in that place. Be very careful of charlatans who tell you that 'tax in FR is lower than X and Y and Z'. The statement may be true but what they won't tell you about is social charges (tax by another name) which are crippling.