Two exhibits.

I design and orchestrate AI agents that hold a real conversation with a producer, draft client-ready email, and proactively surface the outstanding threads that still need an answer.

On a live production, that means the agent watches the inbox for me, tells me what is waiting, takes an instruction in plain language, and writes the reply in my voice. Below is a walkthrough of how that plays out: a producer checking in, the agent flagging what is outstanding, and replies going out in seconds.