Early machine-learning ad tech systems before the term was common. Full computer-vision tooling when most marketers couldn't define it. And now building AI-native products end-to-end — creative and engineering in the same head, before the pair had a name. Work featured in Techcrunch, CNN, Harvard Business Review, Adweek, CNBC, Quartz, Digiday, and Scientific American.