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Now let's talk about the work.

AI, on purpose.

Conversational and Reactive AI, designed around what the user is trying to do — and built to ship.

TraderVault LM · TintoProps · Construct AI · Attuno

Technology that earns its keep.

Two decades of SaaS, retail media, and mobile — complex systems turned into something a real team uses every day.

NESTRE · Ulta Beauty · ULTRA · Yelo
Teams partner with me
because of my
user focus +
sharp instincts

I lead with the user, not the model.

I design for trust: what a system explains, when it says "I'm not sure," and when it hands back to a human.

I ship — working prototypes, not slideware.

I build design systems that hold as products scale.

Learn more about me

Let's build
something
people use.

from the first question to working software.

Let's talk
david.cervantes
AI product leader, designer, and strategist
Available for select contract engagements