My experience comes from 12 years in demand planning and supply chain, where I’ve worked on forecasting, S&OP cycles, and aligning business decisions across teams. What I’ve realized is that most people don’t struggle because they lack knowledge—they struggle because they’ve never seen how things actually work in real business situations. That’s why I focus on practical guidance rather than theory, helping you think like a planner instead of just learning concepts. I enjoy mentoring professionals who are trying to break into this space but feel overwhelmed or unclear about where to start. Outside of supply chain, I’m passionate about music production and DJing, which keeps me creative and constantly learning.