Essays on building production AI for advertising — agentic systems, ML engineering, and the rare intersection of the two.
AI engineering and marketing depth rarely live in the same person. When they do, the AI you build is the kind that actually gets used. Here's why the intersection matters.
Most marketing AI dies in the demo. The gap between a working prototype and a system that runs the business is engineering, not modeling. Here's how agentic systems close it.