Projects

A few projects where I used data, design, and research to answer real questions.

Did COVID Clip Our Wings?

COVID-19 Travel Impact Analysis

Combined WHO COVID-19 data with U.S. travel data to see how travel changed with each pandemic wave.

Python

Pandas

Data Cleaning

Time-Series Analysis

Same Data, Different Story

NY Housing Market Visualization Analysis

Showed how design choices like scale and averages can change the story the same housing data tells.

Python

Tableau

Data Ethics

Visualization Design

Reading the Smoke

Colorado Wildfires Redesign

Redesigned a Colorado wildfire dashboard so the main finding is clear at a glance and readable for colorblind viewers.

Python

Altair

Data Visualization

Which Trail Is Worth It?

Colorado Trails Hiking Data Analysis

Analyzed 20 Colorado hiking trails in Excel to compare difficulty, elevation, and ratings.

Excel

PivotTables

PivotCharts

Conditional Formatting

Behind the Class Schedule

CS Course Scheduling Workflow Study

Interviewed CS department staff and mapped how the course schedule gets built to find where the process breaks down.

Miro

Interviews

Workflow Mapping

Which Claims Don't Add Up?

Auto Insurance Fraud Detection Model

Built classification models on 15,000 real auto insurance claims to find fraud red flags and rank which claims an investigator should check first.

Python

Classification

Feature Engineering

AL