The Stack
I'm a PM, not an engineer. But I ship working prototypes. Here's the stack I use to go from idea to live product in days.
Platform
Where prototypes go live. I know enough about hosting and deployment to get a working prototype shipped in hours, not weeks. That means faster feedback loops, faster learning, faster decisions.
Skills
Tools
Data
Every prototype ships with instrumentation baked in. I set up tracking so I can see how people actually use the thing, then use that signal to decide what to build next. Opinions are cheap. Data earns its keep.
Skills
Tools
Integration
Connecting the dots. I wire up databases, auth flows, and third party services so a prototype can actually do something useful end to end. Knowing what fits together means I can move fast without painting myself into a corner.
Skills
Tools
Intelligence
This is where AI becomes a product, not a demo. I know when to reach for an agent versus a simple prompt, which model fits which use case, and how to ship AI features users actually trust. Strategy first, tech second.
Skills
Tools
Experience
Where everything meets the user. I build prototypes that feel like real products, not sketches. Clean interfaces, deliberate interactions, and enough polish to test a hypothesis properly without wasting weeks on scaffolding.
Skills
Tools
The stack, shipped
See how I put it all together. Real projects built with this exact stack.
