WhatsApp-controlled pipeline that turns a script and title into a rendered short-form video with AI voiceover, synchronized visuals and captions, then returns the finished asset to the same chat. My contribution: Workflow architecture, WhatsApp automation, AI media generation, rendering, self-hosted deployment