Learning experiments
In my free time, I like to play with ideas from my work and the technical leaders I follow. These projects are visualizations of my learning, a record of the topics capturing my interest.
lab.denverdatadesign.com
AI Impact Lab
Learn the math behind AI responses: softmax prediction, entropy in bits, and word weight. Experiment with an AI model in the three-part interactive lab.
./open-labAll projects
LEGO data analytics
A Tableau dashboard for the Maven Analytics LEGO challenge: 50 years of set themes, prices, and minifigure counts.
Analyzing complaints with NLP
Research project scoring CFPB consumer complaint narratives for severity with BERT sentiment and emotion models.
Retirement simulator
A Streamlit app that simulates retirement portfolios to show risk-averse investors the cost of leaving the market in a downturn.
Scraping Edmunds.com to research vehicles
Scraping Edmunds.com listings and fitting a regression on resale prices to compare a Volvo XC60 and a Toyota RAV4.
Calculus calculator
A Python calculator that works through Euler's method and infinite series with real-world examples.