AP

Projects

Selected work

Data Investigation · Interactive

Live

The Friction Paradox

Feb 2026

ReactRechartsBehavioral EconomicsNeuroscience Research

An interactive data dashboard exploring how removing friction from daily tasks created hidden costs: impulse spending, psychological detachment from money, loss of human interaction, and reduced sense of accomplishment. Every frictionless improvement is real — but optimization has side effects.

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Data Investigation · Interactive

Live

What We Study vs. What AI Disrupts

Feb 2026

ReactRechartsIPEDSBLSGoldman Sachs Research

An interactive analysis of 12 years of U.S. degree completion data (IPEDS 2012–2024) mapped against AI disruption forecasts from the BLS, Goldman Sachs, McKinsey, and frontier AI labs. Which fields are students flooding into — and how exposed are they to automation?

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Data Investigation · Interactive

Live

The Loneliest Network

Feb 2026

ReactRechartsATUSGallupHarvard MCC

An interactive data dashboard exploring how technology systematically removed human-to-human interaction from daily life — and how each convenience we gained was also a connection we lost. From self-checkout to dating apps, the data reveals a paradox: we've never had more ways to connect, and we've never been more alone.

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Automation · Python

Case Study

Calendar Automation via Instagram + Claude Vision

Sept 2025

PythonClaude Vision APIGoogle Calendar APIInstagram

A custom automation system that uses Claude's vision API to extract event data from Instagram posts and populate Google Calendar. Built to eliminate manual data entry for local community event coordination.

Case study coming soon

Data Storytelling · Long-form Report

Case Study

2024 State of Higher Education Report

Oct 2024

SQL ServerData StorytellingPolicy CommunicationLong-form Design

Led UX and content design for Indiana's 2024 State of Higher Education Report — a 45-page long-form publication, the first aligned with the state's new strategic plan. Combined narrative, charts, and policy data into a cohesive document designed to communicate complex postsecondary trends to legislators and the public.

Case study coming soon