California Polytechnic State University, San Luis Obispo

Cal Poly Data Design Lab

Human-centered data science, visualization, and HCI.

We study how people make sense of data and build tools that help communities, researchers, and practitioners analyze, visualize, and communicate with data. Our work sits at the intersection of data science, data visualization, and human-computer interaction.

Explore projects Join the lab

Regular lab meetings

Weekly meeting

Fridays, 12–1 PM

Join the Cal Poly Data Design Lab for regular project updates, research discussion, and informal collaboration.

Ongoing projects

Ongoing · 2026–present

Multimodal Visualization Authoring

Exploring How Students Design Visualizations with Integrated Sketching, Natural Language, and Code Editing

Ongoing · 2026–present

Interactive Synthetic Data Tool for User Evaluation of Exploratory Data Analysis Methods

Developing a tool to study how well dimensionality reduction techniques enable effective truth tracking data exploration when given to actual users.

Ongoing · 2026–present

Interactive Visualization of Bayes Networks

Developing an interactive visualization tool for Probabilistic Graphical Models as an interface towards general purpose probabilistic programing in a visual mode. Ongoing work includes both tool design and development as well as empirical studies to understand the strengths and weaknesses of visual as opposed to code based workflows.

Affiliated people

Faculty

Portrait for Dr. Austin P. Wright

Dr. Austin P. Wright

My research in Scientific Human-Centered Machine Learning aims to solve problems intersecting machine learning, human-computer interaction, and scientific computing, by using a strong basis in both mathematical and human centered principles in deep collaboration with scientists to develop tools with usability, interpretability, and scientific impact.

Students

Portrait for Tobin Bohley

Tobin Bohley

Cal Poly computer science student exploring my interests: data science, systems software, network programming and more. Focused on the fundamentals.

Portrait for Greg Phillips

Greg Phillips

Portrait for Khoa Ly

Khoa Ly