Data ownership · Product management · Practical AI

Jacqueline Sia owns trusted data systems and manages them like products for messy human questions.

Selected work

Data I owned, managed like a product.

Case-study previews from customer, ops, revenue, and attribution work I owned end to end.

AI Studio

Small tools for real life.

How I think

Useful systems start with the human mess.

The through line: practical decisions, visible context, and things people return to.

About

The space between structure and softness.

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    Have a messy data question, product idea, or tiny tool you wish existed?