Data scientist and visualization artist crafting tools at the intersection of machine learning, UX, and data engineering.
Data Driven Empathy
User centered data science and data visualization consulting.
Data science and data visualization within human-centered design.
Data science, design, and software engineering for sustainable indoor agriculture
Machine learning, data visualization, and data engineering at Apple
Data visualization at Google
Satisfaction in Tech
What are the happiest jobs in tech? A data science-based investigation.
MCMC Slime Mold
HTML5 canvas / JavaScript model of slime mold and how it creates awesome optimized networks.
Everyday Health NLP
Natural language processing on social media to understand everday health during COVID.
COVID Unemployment
Inequality and the Occupations with the Deepest Unemployment
TED Visualization
Visualization of how ideas are interconnected as demonstrated by the TED conference. Browser-based written in d3.js.
Work Visa Analysis
Why cutting work visas will not solve COVID unemployment
Podcast Anthropology
Visualization of podcast history and topics. Browser-based written in p5js.
Who Wrote This
What does a neural network have to say about the news? Academic research and demo.
Ant-inspired Resource Gathering Simulation
HTML5 canvas / JavaScript model of ant behavior as a self-optimizing resource gathering network.
US Bachelors Degrees by Gender and Ethnicity
Visualization of US bachelor's degrees by gender and ethnic diversity. Browser-based written in d3.js.
SF Airbnb Analysis
How does Airbnb impact housing in San Francisco? Analysis and data.
EHP Apply online
A flexible web application for academic admissions.
Analyze Boulder Census
Interactive visualization of the Analyze Boulder Census. In-browser / web-based application.
CDIBase (open source) allows the CU Language Project and similar labs to access, manipulate, and collect research data securely online.
Economic Health and Political Balance
Visualization of US economic health and balance of power from 1959 to 2011. Static image.
Kit Bernardi Infographics
Graphic design / infographics for an award-winning travel writer.
User Centered Machine Learning
Modeling and visualization techniques for addressing bias in machine learning, taking steps towards more inclusive data science.
Kipling 3
Modular cross platform desktop application to manage LabJack devices.
TED Visualization (old)
Published visualization of the history of the TED conference. Desktop App.
Grader bias neutralization algorithm.
TRACER Analysis
Identity clustering (SVM) analysis of Colorado political campaign data.
LabJack Use Cases Diagram
A succinct summary of all of the way to connect to and make LabJack devices available.
Data of the United Kingdom - Marriages and Civil Partnerships
Visualization and analysis of UK Marriage and Civil Partnership statistics. Browser-based (d3.js) with commentary. (prerelease)
Colorado Income and Population through Public Transit
Where Colorado public transit goes, who uses it, access to mobility, distribution of population, and income levels throughout the state. d3.js web-based visualization.
FCQ Visualization
Visualization of the Faculty Course Questionnaire dataset from the University of Colorado at Boulder.
Custom tailored application generates color-coded running workouts from time trial information.
CU Language Project / Undergraduate Thesis
Cross-disciplinary undergraduate thesis on Techniques for Interactive Visual Exploration of Dynamic Linguistic Networks.
What Did You Do?
For fun visualization of my trip to London and Paris.
Hexagonal Population Game
HTML5 canvas / JavaScript hexagonal population variant on Conway's Game of Life.
Contracting Hours Visualization
Visualizing almost a year of contracting.
Before Tintern
Artistic rendering of a train station done in Blender.
Unofficial API for Colorado campaign finance data.
The Spiegelman
Artistic rendering of a small wooden boat done in Blender.
Cross-platform MODBUS-based driver for LabJack devices.
Silver Leaves
Artistic rendering of a small plant done in Blender.
UCB CS FCQ History
Visualization of the history of FCQ results from the CS dept. at CU Boulder.
Denver Art Museum
Artistic rendering the Denver Art Museum done in Blender.
Animatronic aquarium for Professor Eisenberg's Things that Think course.
Leopold the Lizard
Dancing mechanical lizard for Professor Eisenberg's Things that Think course.
Google SRE Internship
Worked on building data aggregation service, web-based log viewer, and node annotation system.
UCB CS Degree Planner
Web-based degree planner for computer science students at the University of Colorado at Boulder
HTML5 game / demo that demonstrates jQuery combined with canvas and audio elements.
Analyze Boulder Census Flyer
Flyer made for Analyze Boulder Census, a Boulder, CO meetup for all things data and data science.
Artistic rendering of a glass beaker done in Blender.
EI-1050 Testing Utility
EI-1050 testing and setup utility for LabJack devices.
LJTick-DAC testing and setup utility for LabJack devices.
Gleap Alpha
Gleap provides SMS / web-based organizational tools for community service groups.
Provided programming assistance in building a Python library to control LabJack devices.
Classes Worth Taking
Simple voting-based web application that allows students to share classes they found worthwhile with their peers.
Andrews Robotics Initiative
Supported Professor Correll's graduate students by writing ROS packages for his lab's equipment.
Created a Python library to abstract low-level socket-based commands for the project's quadrotor helicopter and developed an online resource base for the team.
Panic Factor
Utility I developed for my high school classmates that calculates what score is needed on a certain assignment / exam to get a particular overall grade in a class.
Digital Media Test Kitchen
Worked with Steve Outing and Olga Kharitonova from CU Boulder's cross disciplinary Digital Media Test Kitchen on algorithmic Internet news credibility.
Graph-based music maker that uses everyday sounds.
Assisted in building a Dropbox app that allows the user to choose to either store files in the normal Dropbox manner, or also solely in the cloud.
Helpful ARI Inverse Kinematics Wrapper
Super tiny boilerplate-reducing arbitrary pipelining framework designed for concurrency and great good.
Wrapper for LabJack devices, enabling their use with DASYLab.
Desktop application that searches the top job sites and displays listings in a single email client like interface.
Web-based game creator.
Single Paradigm Access GUI Layer