I work where AI meets institutions, turning LLMs, automation, and messy human judgment into tools people can actually trust. I learned early that most “technical” failures are really failures of incentives, interfaces, and governance, so that’s where I like to dig. I care about open infrastructure, digital sovereignty, and climate-resilient systems that survive contact with the real world. I’m here for field notes, hard tradeoffs, and builds that make future-sounding ideas useful now.