Selected work
Selected initiatives I have led across enterprise AI, AI-native software engineering, relationship intelligence, and complex enterprise platforms. Client names and implementation details are sanitized; the engineering problems, architectural decisions, trade-offs, and my role are not.
A shared platform for enterprise AI agents
I lead the architecture of a shared platform for building and operating AI agents across existing enterprise systems, giving teams a common foundation for models, tools, retrieval, security, and observability instead of rebuilding those capabilities for every agent.
- AI & Agentic Systems
- Cloud & Platform Engineering
- Security
An AI-native delivery platform that turns specifications into working applications
I lead the architecture of a platform that captures application knowledge as structured specifications and turns it into reviewable, generated software with automated verification, real delivery pipelines, and disposable preview environments.
- AI-Native Software Engineering
- Cloud & Platform Engineering
- Software Architecture
A relationship intelligence app that surfaces who to contact next
I led the architecture of a cross-platform relationship manager that turns a passive contact list into an active priority queue: interaction signals surface the people worth reconnecting with, follow-ups stay attached to the relationship, and voice capture makes it fast to record what happened.
- AI & Agentic Systems
- Software Architecture
- Data
A loyalty platform that turns enterprise transactions into customer engagement
I led the architecture of a shared loyalty platform designed to absorb variation instead of forking: organization-specific enterprise systems feed a common transaction and loyalty engine, configurable rules drive points and rewards, and business events can trigger campaigns, challenges, and push engagement from the same core.
- Software Architecture
- Cloud & Platform Engineering
- Data