Software Development Engineer in Test (SDET) by trade, and a builder of AI-native experiences by passion. I specialize in automation frameworks and LLM-integrated workflows. Currently, I’m focused on scaling digital products that prioritize minimalist design and high-signal insights. I write about developer experience (DX), automation at scale, and the intersection of AI and software engineering.