I started in Electronics and Communication Engineering, then took a first job as a network engineer—fascinated by how individual machines connect to form something larger. That same question followed me into SEO: how do search engines, and now AI, connect people with answers? A stint working around McDonald's and KFC branches taught me the rest—that powerful systems are usually just simple principles, applied consistently, at scale. That's the same lens I bring to every company I work with.

For 10+ years I've owned organic growth end to end—research, content, technical optimization, and revenue attribution—most recently building the AI-first content system at Atlan. I care less about chasing a ranking than understanding how trust gets built, whether the one deciding is a person or an AI.

I hold the AMA's Generative AI for Marketing Professional certification and I'm working toward its full Professional Certified Marketer qualification, while studying agentic AI systems and building a personal second-brain so what I learn actually compounds.