Portfolio
Interactive Simulation
- B2B Data Hygiene Simulator: An interactive experience to learn about fundamental data quality principles including deduplication, format standardization, and enrichment. These are essential concepts for data sellers and others involved in GTM roles.
- Marketing Mix Model Explorer: An interactive marketing mix model simulation using Hill-curve saturation and market-driven model interaction features. Built with R and Shiny.
- Data Decay & Revenue Leakage Analytics: Based on industry-standard rates (Gartner) for annual B2B data decay and revenue impact. Built with R and Shiny.
- ABO Blood Type Interaction: Based on previous work where I co-created original curriculum and 3D printed models that were designed to help learners understand ABO blood type compatibility. The core interaction of that original curriculum is recreated here in an online medium while the original was intended as a physical model for hands-on exploration.
Analysis
These are modules I created for the MIT xPRO course (14.310x) called “Data Analysis for Social Scientists”.
- Module 01: Part 1: Bar Charts & Leaflet Maps
- Module 01: Part 2: Scatterplots
- Module 02: Fundamentals
- Module 03: Histograms, Kernel Density Estimates, & Joint Density Plots
- Module 04: Markov Inequality Simulation
- Module 05: Distributions and qnorm()
- Module 06: Maximum (Log) Likelihood Estimation
- Module 07: Nonparametric Regression
- Module 08: Linear Regression
- Module 09: Fuzzy Regression Discontinuity Design
- Module 10: Design Principles of Data Visualization
- Module 11: Random Forest Regression & Sentiment Analysis
- Module 12: Review: Sharp Regression Discontinuity & Nonparametric Regression
These instructional analyses were created for a teacher professional development program at the Learning Systems Institute at Florida State University. The goal was to provide concrete, practical examples of data analysis for science education to help teachers learn how to implement scientific analyses in the classroom using open-source programming tools that were also used by practicing scientists.
This Fountain Pen Ink Analysis represents a quantitative analysis of over 500 fountain pen inks using over 15,000 user-provided reviews from The Goulet Pen Company.
Didgeridata is a multidisciplinary outreach experience that was created for MIT to fuse music, engineering, data exploration, and storytelling.
Productivity
- [GitHub] In the course of my work at Emeritus.org and ZoomInfo, I created custom productivity tools for processing a variety of documents.
Creative Coding
These are some fun vibe-coded interactive and engaging visualizations. The Wall Art example was developed while exploring ideas for an article I co-authored for MIT’s Computational Law journal.