JS

Portland, Oregon

Justin Sawyer

Full-stack engineer. Nineteen years shipping user-facing edtech products, with recent focus on AI-enabled feature design and frontend craft.

I build the kind of software that fades into the background — interfaces that let educators, students, and product teams get on with their actual work. Most of that has happened at CollegeNET, where I led UI architecture for a college admissions platform serving 150 universities and architected a form engine that handled 10M API requests per day at peak.

More recently I've been designing AI-enabled features that augment rather than replace human judgment — a form generation tool that earned company-wide buy-in, a PDF-to-form converter, and a computer vision system mapping parking lots for public policy advocacy. I'm drawn to small teams where product judgment and frontend craft both matter.

  1. 01

    AI Forms

    LLM-powered form generation with human-in-the-loop refinement and fine-tuning on rejections.

    2024 / Case study
  2. 02

    Parking Lot Detector

    Computer vision system for the Parking Reform Network, finding parking lots from satellite imagery.

    2026 / Live
  3. 03

    VoiceBox DJ

    Karaoke queue manager solving the "queue bombing" problem with fair rotation logic.

    Ongoing / Personal

Open to senior or staff product engineering roles, ideally on a small team building thoughtful AI tools. Frontend-heavy is great. Edtech is a bonus.