portfolio

Interactive demos and project walkthroughs.

PHORA Demo

A demo video showcasing the PHORA project interface and workflow.

Screenshot of the Human-Made Wildfires in the US interactive visualization

Human-Made Wildfires in the US

A 2021 class project created with Swetha Kannan, exploring where large human-caused wildfires occurred and how their causes changed across the United States from 2000 to 2018.

Screenshot of the Insightful Saliency Maps interactive visualization

Insightful Saliency Maps

A 2021 class project created with Swetha Kannan, developing interactive saliency-map tools to help data scientists explore and debug image-classification model behavior.

Screenshot of the Claim Mapping Visualization & Analysis interactive visualization

Claim Mapping Visualization & Analysis

An IQT Labs project created with Nina Lopatina, visualizing claims and narratives in COVID-19 Twitter data across topic, location, date, and metadata.

Civic Hacking & Urban Informatics: Mapping Data with GeoPandas

A 2020 PyOhio tutorial on using Python, GeoPandas, and public data to examine equity in Pittsburgh's bike-sharing system.

Screenshot of the CityZen interactive visualization

CityZen

A 2020 Software Engineering class project where I served as Scrum Master, building a crowdsourcing platform for Pittsburgh residents to share ideas and concerns about city infrastructure.

JamDraw: Sketch Your Mind

A 2019 Dare Mighty Things Hackathon project that won Best Use of Audio Visualization, translating dominant colors in drawings into music using computer vision, K-means clustering, and Spotify data.

Thoracic Rotation Range of Motion

A 2020 ICMI project with Daniel Yates, Maya Roman, and William W. Clark, using Raspberry Pi computer vision and object tracking to measure thoracic rotation without a goniometer.