RESUME
DREW MILLER
AI BUILDER & STRATEGIST
CONCEPT → CODE → CRAFT
AI-native product builder who takes products from concept to production code, with three 0→1 products shipped in the past year.
Rooted in behavioral design, understanding how people form trust, build habits, and actually rely on AI in high-stakes workflows, to keep the team anchored to the right problem as they build.
Looking to bring full-stack design ownership to a fast-moving team building AI products that work reliably, not just impressively.
Career Highlights
Founding Product Designer
ScreenGeni.us - AI Search | March 2025 - Present
- Architected an AI-powered e-commerce search platform using a three-panel conversational interface where an LLM agent orchestrates product discovery through tool calls rather than traditional filters.
- Designed a hybrid LLM pipeline (Gemini for retrieval, Claude for synthesis) with deterministic tool masking and state management to ensure reliable agent behavior.
- Partnered with leadership and engineering to design AI-powered food discovery for the Star Tribune, iterating 15+ times to transform state fair vendor search into a curated editorial experience for 10K+ users.
Product Designer - Consultant
Aura - Financial Wellness | Jul 2023 - Nov 2023
- Led app redesign implementing game loops to boost user engagement in financial wellness.
- Redesigned homepage layout with simplified navigation and gamified to-do list, driving increased user activity and retention.
- Collaborated with a trio of designers under a product manager, adeptly managing frequent goal shifts and the uncertainties inherent in a small startup environment.
Product Designer - Consultant
Maro - Mental Health | Jan 2023 - Jul 2023
- Innovated symptom tracking by parsing DSM-5 with ChatGPT and collaborating with clinical teams, creating a user-friendly mental health feature that increased daily app engagement and improved symptom reporting accuracy.
- Led 4-person team in 3-month app redesign, contributing to Maro’s successful 2nd round seed funding.
Certificates
Octalysis Level 1 + 2 - Gamification
The Octalysis Group
Oct 2024
Completed comprehensive gamification certification covering the Octalysis Framework for behavioral design
The SaaS Launchpad
Microconf - Rob Walling
Sep 2024 - Oct 2024
SaaS product development and go-to-market strategy training
UX Accelerator
Beginex
Jan 2023 - Aug 2023
Intensive UX design bootcamp covering user research, prototyping, and end-to-end product design
Personal Ventures
Vouch - Design Linter
Challenge
Development complexity means software ships with preventable visual errors. Manual review can’t catch them at scale.
Approach
Built a deterministic rule engine (76+ rules across typography, color, spacing, accessibility) that enforces design methodology automatically: “ESLint for visual design.”
Solution
Real-time violation detection with preset inheritance (design system, Tailwind, WCAG), user decision layer (Chrome Extension), SARIF output for CI/CD, and MCP integration for agentic coding workflows.
Prompt Theory
Chrome Extension
Challenge
AI power users build elaborate prompt libraries in Notion and docs, then never use them. These “prompt graveyards” add friction instead of removing it.
Approach
Designed a keyboard-first interface for instant prompt save, retrieve, and inject without leaving the AI chat window.
Solution
Shipped to Chrome Web Store as a local-first extension with slash-command access and variable support.
Mixed Signals
Consumer Social App
Challenge
Platforms like Reddit prove massive user need for perspectives, but fails to consistently surface quality advice.
Approach
Designed a gamification system to surface best advice through community voting.
Solution
Shipped to production and validated core mechanics with live users. Paused to focus on other ventures.
Kind Words
"Drew's attitude and professionalism have been second to none. His ability to communicate with people from all different demographics has made him one of our most valuable assets. I'm sad to see him leave, but regardless where he ends up he will do extremely well."
Darren Geer
Former Manager
Connect with me on LinkedIn!
Building products at the intersection of AI and design. Always open to conversations about product strategy, UX, or technical craft.