
The AI wearable that meets you where you are
How might we help college students see sleep as an ally to academic success — not a sacrifice?

Solo designer and developer for the Apple Student Swift Challenge

How this shaped the design
This research validated the ear-based form factor and pushed me toward an emotional design approach rather than a data-dense dashboard. Knowing that not all metrics are equally reliable, I prioritized sleep quality and HRV as the core signals and hid the rest. The mental health connection to HRV reinforced the mascot concept: Hypno would reflect how you feel, not just how you slept.
An AI-assisted workflow from research to prototype

The design system that made solo design possible
AI output mirrors the quality of your constraints. My first attempt produced 40 unusable colors. After writing a 200-line CLAUDE.md brief encoding HIG rules, Claude built 218 tokens in a structured hierarchy on the first pass.
System at a glance

Color choices driven by the emotional design goal
Students needed warmth, not clinical precision. Poppy Red and Eggshell reduce the anxiety association with health tracking. Blossom Blue and Mystic Green accent focus and achievement modes.
Mascot expression and accessory matrix — each expression combines with every accessory for 160+ customizable Hypno variants.A companion that makes sleep feel like progress
Different emotional states and accessories — students unlock new hats and expressions as they build consistent sleep and study habits.Early Designs without a System

Before & After
What this project taught me about designing with AI
AI amplifies design thinking — it doesn't replace it
Research before tools
Emotional design outperforms data design
Test expressions at every size
Test earlier and uglier
Define success metrics upfront
Co-design the gamification
Building in SwiftUI for the Apple Student Swift Challenge.
Translating the Figma design system into native SwiftUI components, integrating smart earplug Bluetooth pairing, and implementing Hypno's conversational AI backend.













