DATA SCIENCE · UX DESIGN · EST. 2005ANN ARBOR, MI
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M-Genie hero image
Full-StackUX Design

M-Genie

To many, Google Workspace is a productivity tool. To large organizations like University of Michigan, it's the only thing standing between a functioning institution and total administrative chaos.

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Prototypes

Knitpicker CLI tool interface
2026Software

Knitpicker

A CLI that catches mistakes in knitting patterns before you pick up your needles.

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Cross-Country Team website homepage
2026Software

Cross-Country Team Website

Responsive site for U-M's club cross-country team — events, roster, and results.

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Dog Breed Mystery classification app
2025AI / ML

Dog Breed Mystery

Computer vision classifier that identifies dog breeds from uploaded photos.

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Green card approval trend charts
2025Data

Green Card Data Analysis

Exploratory analysis of USCIS approval trends across green card categories.

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Cleanify and Greencart app screens
2024Software

Cleanify & Greencart

Paired apps that gamify eco-friendly shopping and household waste reduction.

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Teardowns

2025Presentation
Three-panel heuristic evaluation slide deck for the UNIQLO website

UNIQLO E-Commerce Heuristic Evaluation

A Nielsen-based usability audit of UNIQLO's US web store, surfacing navigation friction, inconsistent affordances, and accessibility gaps across the purchase funnel.

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2025Article

Design Patterns & Dark Patterns

A Medium essay tracing how interaction patterns born from user-centered design can drift into manipulation — and what practitioners owe the people they design for.

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