I am not an AI researcher and I will not teach you machine learning theory. There are people better than me for that. What I do is get things working. Automations and workflows in n8n, AI agents, app development, vibe coding, deployment and DevOps, AI ops, and content automation with tools like Claude, HeyGen and Hermes. Who I usually work with. Students who have finished the courses but still cannot build anything on their own. Working professionals with six spare hours a week who want a path that fits that, not a two year roadmap. Freelancers who keep saying yes when clients ask if they do AI. Small business owners whose team is still copying WhatsApp enquiries into a spreadsheet by hand. My approach is simple. AI is not about tools, it is about solving real problems. If a session with me is not the right fit for your problem, I will tell you straight instead of selling you something.