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Process MakesPerfect

11 years of experience across Product Design, Product Management (8 yrs), and Artificial Intelligence.

Ask, Discover, Define.
Align, Design, Refine.
Test, Test even more, Deliver.
Learn. Repeat.



What I do

I am a Product Designer, Product Manager, and Agile-Certified Product Owner [CSPO] with full-stack development experience.


How I do it

I clarify the intersection of end-user needs, stakeholder priorities, and business objectives, translating them into well-defined design and development scopes. I apply data-driven signal to inform prioritization and roadmaps that teams can execute with confidence, paired with thoughtful, high-quality user experiences.


Why I do it

I love finding simplicity on the other side of complexity, enabling experts to do their best work and amplify their impact. Product Teams I have worked on have:

  • Demystified complex ML/AI workflows to better tap into our human curiosity and the value which can be accessed through it
  • Equipped experts with tools and seamless workflows to do their best work (Data Scientists, Production Engineers, Cybersecurity Analysts, Materials Scientists, Business Leaders)
  • Saved millions in uptime and operational efficiency across global manufacturers
  • Established a legal and technical framework for user-owned data and software agents
  • Built state-aware software agents capable of advanced digital property rights compliance & audit, royalty distribution

Timebox.one Dash
Latest Project

Goldilocks scope criteria

through optimized roadmaps

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Other

Work