Same Story Different Angles

Because the same work reads differently depending on what you're looking for. Mastery leads with product and platform work, PublishPoint(opens in new tab), Optigy Group(opens in new tab), dstribute.io(opens in new tab). Data Governance leads with policy and AI ethics, the same roles plus the coursework and projects that show how I think about responsible technology.

Depends on what you're hiring for. If it's technical or product-focused, Mastery is the better read. If it's policy, compliance, or AI governance related, Data Governance will give you a clearer picture.

No. Both are accurate, they just lead with different parts of the same work history. Nothing on either version is exaggerated to fit the angle.

Yes. Reach out through the contact page and I'm happy to put together a version cut for a specific opening.

Yes. As my roles, coursework, and achievements change, both versions get updated at the same time so neither one goes stale relative to the other.