M. Saad Amir

I build AI agents that quietly run the operations slowing businesses down. Most "AI automation" advice online comes from people who've never run operations at scale. I have and I still build the agents myself. For a decade I led data analytics in Germany, most recently running quick-commerce analytics for Delivery Hero across 50+ countries. Today I'm Head of Ops scaling Sales Creator Collective toward $1M, and Founder of Caspian Carousel, where we build AI agents and bots that take repetitive work off your team's plate, custom CRMs, invoice automation, and complex multi-step workflows that integrate with the tools you already use and get smarter over time. Faster operations. Fewer errors. Workflows that run themselves. On here, I build in public. I share the actual automations I ship, the workflow, the stack, the tools, and the real numbers (hours saved, errors cut). No hype, no guru theater. Just an operator showing you what's working, what broke, and how to think about automating your own bottlenecks. Expect posts on: → Real AI agent builds, start to finish → Ops teardowns, the bottlenecks companies hit scaling past $500K, and how to automate around them → Data-driven decision frameworks from operating at 50+ country scale This is me bringing that operational edge to businesses in around to Globe. You'll get the most from this if you're: → A company buried under manual ops, looking to cut cost and errors → A founder or ops leader trying to scale without scaling headcount → An AI or automation tool builder who wants an honest operator's take MBA, HTW Berlin. BE Electrical Engineering, COMSATS. But most of what I know came from operating across cultures and growth stages. 🎥 I also run a long-form YouTube channel in Urdu/Hindi: youtube.com/@msaadamir Follow if you believe work should deliver impact, income, and a life you actually enjoy and if you want to watch automation get built in real time.