It would be easily detected by widely used forensic software from Cellebrite and other companies. It would also definitely look suspicious. We explained in much more depth in response to a related proposal:
Can you pay someone or have a volunteer manage the social media? Seems like not a good use of an insanely skilled developer's time to reply to people on twitter so much. Obviously you should write the explanatory posts.