Most projects don’t fail because of bad ideas. They fail because they get stuck between hardware, software, and execution. That’s the gap I work in. I help turn rough concepts into working products, especially when they involve physical devices, data, and software working together. What I can take off your plate: • Build connected devices (ESP32, Arduino, custom boards) • Design PCBs that are actually manufacturable and cost-efficient • Develop full systems: firmware + backend + frontend • Add intelligence: computer vision, ML models, automation • Create dashboards, apps, and tools to control everything • Prototype fast, then harden for real-world use I’ve worked on things like lab automation systems, smart devices with real-time detection, and platforms that combine hardware with live data and user interfaces. I’m comfortable owning the whole stack, so you don’t need to coordinate three different people just to get a prototype running. And if the project grows, I can pull in a small network of engineers across firmware, ML, and manufacturing to scale it properly. If you’re building something physical or data-driven and want it done right the first time, send me a message.