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Projects
Here you can find project write-ups and links to sample code on GitHub


The Future of High-Cap Investments: The Challenges of Forecasting
Tableau, R, population data, demographics
ciciodonnell


A Comparative Approach to Inventory Optimization
Python, simulation, pareto analysis
ciciodonnell


Improving Medical Care: Optimizing Network Design
Tools: Tableau, R, linear programming
ciciodonnell
Case Study: Optimizing Order Fulfillment with Simulation
To improve labor productivity and customer satisfaction across Target’s stores, I led the development of a discrete event simulation. The project created a modular, high-fidelity digital twin of in-store operations, helping teams evaluate trade-offs across staffing strategies, order flow policies, and new consumer offerings. Problem Statement Several operational challenges highlighted the need for a reusable simulation tool. For instance: Labor balancing: Some stores had only
Dec 9, 2025
Zero Evaluation AI: Where are my DS peeps?!
I have a quick story to share. The year is 1904. You’re riding your horse down a dusty road when you see something extraordinary: the very first automobile sputtering past in a cloud of mechanical glory. “Incredible”, you think. “No more shoveling horse shit. The future is amazing!” The next morning, a letter arrives inviting you to an “Automobile Exposition” in town. There will be over a hundred vendors showcasing the newest innovations in motorized travel. You show up at t
Dec 9, 2025
Building an AI-Powered Diet Tool
For the last 20 years, I have been the designated cook when the family gets together for the holidays. Some of my relatives are vegetarian or vegan, some are diabetic, and some are low-carb or Paleo. This Thanksgiving I had to cook a meal that accommodated all of these requirements simultaneously. It was a huge undertaking, but absolutely worth it. I realized that I had accumulated a vast amount of knowledge in which substitutions work. For example, I can tell you when to us
Dec 9, 2025
Validating Clinical Data for Quality Measures using AI
Today I’m going to walk through a tool built to automate clinical quality validation for HEDIS measures. I contributed to the enhancement...
Aug 6, 2025
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