I'm Ayush Goyal — an AI Engineer focused on Physical AI: bringing intelligence into the real world through robots and embedded systems. I build production-grade GenAI systems — RAG pipelines, LLM integrations, MCP servers — and the robotics software that puts them into motion, from ROS2 control stacks and Arduino firmware to patented robotic hardware. Currently an AI (Harness) Engineer at TAP Innovations (remote, US), I'm betting on Physical AI as the next big thing and building toward it. I ship things that work in the real world — enterprise chatbots with paying customers, open-source AI platforms, and robots you can actually control.