About Shaina Pauley
AI Product Architect and builder who ships production software with AI in the terminal every day.
CSPO (Certified Scrum Product Owner)•
CSM (Certified ScrumMaster)What I Bring
- •7+ Years in the Trenches ● secure authentication, REST APIs, CRM, migrations, dashboards.
- •AI Systems Architect ● specification design, evaluation systems, agentic workflows, production guardrails.
- •Speaks Both Languages ● I can talk to engineers about architecture and explain the same thing to a stakeholder without dumbing it down.
- •Results Over Activity ● I care whether the thing we built actually moved the needle, not how many tickets we closed.
Frequently Asked Questions
What's an AI Product Architect?
I sit between the technical and the strategic. I can read code, debug agent failures, and talk to stakeholders. I own the what and the why, then build the structure that makes complex systems reliable in production.
How do you use AI in product work?
I architect the systems that AI works inside. That means writing the specifications agents follow, building evaluation pipelines that catch errors before they ship, and designing context architecture so every session picks up where the last one left off. I run multi-agent workflows for everything from astronomical verification to content generation, and I push back constantly on what the AI gives me.
What types of teams do you work with?
Product-focused teams across industries: SaaS, enterprise tools, consumer apps. From 1:1 work with founders to early-stage and scale-up. Teams that value shipping over endless planning.
What's your typical engagement look like?
Building things, designing how AI systems work, making sure what ships actually holds up, and leading product when teams need it. I work with people who need someone technical enough to get in the code and sharp enough to know what to prioritize. I also love helping teams work together better. Open communication, everyone feeling heard, and genuine alignment.
What's your availability?
Open to new opportunities. Drop me a note and tell me what you're building.