Bilingual builder · EN / 日本語 · Japan

Why does this problem
still exist?

I build technology from model to interface for the people existing systems forgot to design for.

Scarlett Whisnant
Design, AI, and the questions people would rather avoid.

Get in touch
Scarlett Whisnant
01: who

The person behind the build

I moved to Japan at eleven with no Japanese and got fluent fast in a system that wasn't built for me. Now I build technology for the people existing systems forgot to design for.

Read my story →
02: work

Built, broken, rebuilt

/01

Burnout Predictor

proof: I build AI from model to interface, and rebuild as I learn

A local-first desktop app that reads facial expression from a live camera feed in real time and nudges you to step away when stress reads high. I trained the model, wired the pipeline, and built the GUI. I also rebuilt it after I caught a weight-loading bug by logging per-frame confidence. The rebuild is where I prove the growth rather than paper over it.

PythonPyTorchMobileNetV2FER2013OpenCVtkinter
/02

Voice-SCaNN

proof: I'd rather rebuild the right thing than polish the wrong one

A generative-AI course-feedback system for my university's faculty. Sixty days, a confident wrong assumption, and one week left when user testing told us we'd solved the surface, not the problem. I pushed the team to pivot to a system that actually surfaces honest feedback for students, professors, and admins. It shipped, earned an official university press release, and a professor is presenting the work at a conference.

Generative AIService designUser researchFigma Make
team · press release
Press release →
/03

AAC Communication App

proof: talk to people; it's never the user's fault

An open-source web app for people with developmental disabilities, customizable cards plus freehand drawing, with text-to-speech. I tested it with autistic users and the results were genuinely mixed: some loved drawing, others said it wasn't for them. That's the point of the project. The honest takeaway I'm carrying forward: listen more before building more.

Next.jsTypeScriptReactWeb Speech API
open source
GitHub →
03: ask

Ask the site about me

live assistant · answers as Scarlett · AI, so not perfect
Hi! I'm an AI that answers questions about Scarlett's work and the way she thinks. Recruiter, curious, or just poking around? Ask me anything.

This assistant is itself one of the projects — an LLM with a system prompt written in Scarlett's voice.

Let's talk.

Looking for an early-career role where technical depth meets human-facing work. US citizen, no sponsorship needed.