My focus is on shaping how people understand, trust, and collaborate with intelligent software.

The work I do

  1. Enterprise Systems
    and Platforms

    I work on complex products and create the structure that makes them easier to understand.

  2. Human-AI
    Interaction

    I design how people understand, trust, and collaborate with intelligent software.

  3. Emerging
    Products

    I help early ideas take shape when the direction is still forming.

Impact areas

Expainability for AI reasoning

Developed reusable structures for showing what agents know, how they reason, and why they take action.

Attack path redesign for cloud security

In cloud security, redesigned attack paths to surface the core signal so users can understand risk quickly.

AGNTCY: Agentic collaboration

Helped build AGNTCY as a structured way to describe, register, and connect agents inside larger ecosystems.

Shaping early AI product behavior

Shaped the direction, flows, and behaviors of emerging intelligent features when product vision was unclear.

Featured work

Founder

AgentVine: The Ad Network Built for LLM-Powered Agents

AgentVine is the first ad network designed for AI agents and the developers who build them. Advertisers define structured product offers, and when those offers match what an agent is reasoning about, they can be surfaced as helpful suggestions inside the agent’s response. Developers earn revenue when users take action.

AgentVine

Co-Inventor

HAX: A unified framework for human–AI interaction

HAX defines how intelligent systems communicate with people across products and workflows. It provides the structure for expressing intent, showing reasoning, and supporting clear collaboration between humans and AI. The framework has helped teams build agent-driven features with consistency and confidence.

HAX

Inside complex systems, I look for the human signal that matters and design the experience around it.