Page 3 · Projects
Understanding users, designing digital products and analytics, founding a startup to serve a real need.
A wider set of optimization, machine learning, consulting, entrepreneurship, UX, hardware, and competition work, the range behind the résumé.
Supplier Make/Buy Analysis Tool
- Capstone
- Sourcing
- Make vs. Buy
- Analytics
A decision-support tool that helps Boston Scientific evaluate whether to make or buy individual components, weighing cost, capacity, risk, and supplier factors. Currently in active development as my Master's capstone.

Cargill Constraints Analysis Tool
- Modeling
- User Testing
- Financial Modeling
- CapEx
- Excel
How the tool works
Built under NDA, so the concept is shown here instead of the tool itself.
Load plant data
Each factory's data loads into the tool
Constraint analysis
Utilization of every asset in the process
Scenarios
Overtime shifts, machinery upgrades, new demand
CapEx decision
Where investment relieves the bottleneck
#1
Highest score in the class.
5 → 64
Plants modeled in Excel, with an app planned for 64 plants around the US.
Tested
User tests with plant and production managers shaped the final tool.