Talks, articles, videos, and other presentations.
Visualization
When Accuracy Isn't Enough
Visualization and game design for data science and machine learning.
Screenshot
Satisfaction in Tech
What are the happiest jobs in tech? A data science-based investigation.
Screenshot
COVID Unemployment
Inequality and the Occupations with the Deepest Unemployment
Snapshot
Everyday Health NLP
Natural language processing on social media to understand everday health during COVID.
Screenshot
Work Visa Analysis
Why cutting work visas will not solve COVID unemployment
Slide
Visualizing for Systems
Talk given to a university systems design course.
Graph
Who Wrote This
What does a neural network have to say about the news? Academic research and demo.
Map
SF Airbnb Analysis
How does Airbnb impact housing in San Francisco? Analysis and data.
Snapshot
User Centered Machine Learning
Modeling and visualization techniques for addressing bias in machine learning, taking steps towards more inclusive data science.
Picture
CU Language Project / Undergraduate Thesis
Cross-disciplinary undergraduate thesis on Techniques for Interactive Visual Exploration of Dynamic Linguistic Networks.