Product thinking. Design perspective. Operational execution.

AI Product
& Operations Leader

01

Implement

Turn use cases into workable platform workflows.

02

Validate

Test workflows against requirements and expected outputs

03

Enable

Help clients execute real use cases and build internal capability.

04

Operationalize

Establish governance, reusable guidance, and handoff practices.

Selected Case Studies

AI / Product Operations

Scaling AI Adoption & Implementation

Built the workflows, enablement, and operational foundations needed to support enterprise AI implementation and adoption.
Gradial · Microsoft · Morgan Stanley · Tenerai

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CONTENT SYSTEMS / MIGRATION

Enterprise-Scale Content Transformation

Coordinated content migration workflows across enterprise teams, platforms, and publishing requirements at Microsoft.
Gradial · Microsoft

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DESIGN OPERATIONS

Optimizing Design Operations

Improved creative workflows and cross-functional collaboration to increase operational efficiency and delivery consistency.
Sound United / Harman

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Getting a new platform into the hands of a team is just the beginning. The real work is figuring out how it fits into the way people work, connecting its capabilities to real use cases, and building workflows that teams can use and improve over time.
That’s where product thinking, design, and operations come together.

See my background →

AI Product & Operations Leader

AI Product
& Operations Leader