Work

Receipts,
not promises.

Product leadership is a portfolio of shipped things. Here’s mine — on stage, on record, and on the road.

Speaking

Product launch talks

Three consecutive years on the INBOUND main stage — ChatSpot, Breeze, and Breeze Agents. Watch the AI era arrive in real time.

Intellectual property

Three granted and published patents from HubSpot — entity resolution, custom objects, and an AI concierge co-invented with Dharmesh Shah.

In the wild

The current chapter: AI coaching that rides along with commercial drivers. Read how Samsara is putting agents to work in the physical economy.