Before I build, I ask -

What value are we actually delivering — and to whom?

What value are we actually delivering — and to whom?

What larger system is producing this problem in the first place?

What larger system is producing this problem in the first place?

Whose needs are we missing beyond the obvious stakeholder?

Whose needs are we missing beyond the obvious stakeholder?

Is this where our resources should go — or is there a higher-leverage bet?

Is this where our resources should go — or is there a higher-leverage bet?

I work upstream.

— and ship downstream with the team.

See shipped outcomes

Let's connect!

© 2025 All rights reserved

Crafted by Amanda Liu
Made with ❤️ in San Francisco, CA
Let's connect!

© 2025 All rights reserved

Crafted by Amanda Liu
Made with ❤️ in San Francisco, CA