Building across the full picture; web, IoT, cloud, and AI. There's no particular lane, just choosing what needed for the problem. Work includes fullstack development, DevOps pipelines, machine learning, and embedded systems. I like building end to end systems where devices, servers, and models work together. Driven by curiosity, I always explore new tools and areas; yet again, what gets my attention is always determined by what the problem requires. The goal is to understand things deeply, how the pieces fit together, how the data works, and how the system holds together from end to end.