Forged in the discipline of the National Defence Academy, I apply extreme ownership to global growth. I bridge the gaps between Product, Engineering, and Marketing, turning chaotic, manual processes into automated systems. From engineering AI workflows for marketing operations to managing a human network of 500+ brand ambassadors across 39 countries, I like to build the modern technical infrastructure that drives cross-border scale.