Last stage is a case study and presentation. Like another review mentioned, seemed like they just wanted free labor/ideas. At the very least, they were not taking hiring seriously. After my final interview they repeatedly said the hiring process is on hold and eventually stopped updating me.

Three rounds of interviews. Last one required developing a presentation and doing some simple data analysis, but it just seemed like they wanted free labor. CEO was a bit unprofessional.