A collection of case studies that demonstrate some of my creative, analytical and product management skills.

Career Projects

Detailed breakdowns of projects I have directly worked on throughout my career

Building a Digital Twin

An ongoing energy analytics and building performance initiative I lead in partnership with an ambitious Class A commercial office building in downtown Chicago.

Agile & Product Process Revamp

I break down how I rebuilt Cohesion’s entire product delivery process from the ground up, including introducing a data-driven prioritization system.

Building an IoT Product

In this case study I break down how and why my team at WennSoft developed a data product that provides real-time energy consumption insights.

Process Improvement at Boeing

Process improvement, capacity analysis, data analysis. In this case study I break down my role, leadership and analyses at the Boeing Composite Wing Center.

Vibe Coding Projects

Spotify Playlist Helper

A tool built to provide users with advanced data analysis and bulk action functionality on Spotify playlists.

Letterboxd Analyzer

A tool built to provide users with advanced data analysis and bulk action functionality on Spotify playlists.

Case Studies

Oura Ring Product Analysis

In this case study I analyze the Oura Ring as a health product, identify improvement areas, and design potential solutions.

Government Digitization

The Taiwanese government has leveraged technology and citizen participation to form a successful “digital democracy.” How did they do this and how can the US learn?

Medical Record Platform

In the case study I walk through the discovery of a hypothetical online platform for viewing medical records and receiving productive feedback on your health.

Web3 Market Analysis (2022)

For a moment, the Metaverse / Web3 was the answer to the question “What will the internet look like in 10 years?” In this case study I break down the competition.

Personal Research

Democracy in the Digital Age

Modern technology has given every human on the planet more power than ever. More productive power yes, and more destructive power. How do we protect democracy?

Sales Funnel Optimization

Through my experience in product and entrepreneurship, I have learned several key lessons and tools I learned about sales funnels and customer acquisition.

Engineering our Sustainable Future

A visualization of the problem space and opportunities for sustainable energy generation and distribution.