I believe great engineering leadership starts with staying close to the code. Throughout my career I have remained a hands-on practitioner building production systems in Go, C, C++ and Java, designing embedded firmware on ESP32 and RISC-V microcontrollers, training large language models from scratch, and architecting cloud infrastructure on GCP. I led teams at many high-profile companies in Silicon Valley, and I built my own local-first AI platform, IoT sensor network, and blog engine outside of work hours. In my experience, a manager who cannot read a pull request, challenge a technical decision, or unblock an engineer at the code level is a cost centre — not a force multiplier. My teams have always known that I can sit down next to them and help ship.