AI Product & Operations
Nick
Fitzpatrick
UC Berkeley IEOR. I build systems that connect machine learning to real decisions — from last-mile logistics to generative design for architecture.
Selected Projects
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IEOR Visit Day Scheduler
End-to-end scheduling tool for UC Berkeley IEOR's prospective graduate student visit days — collects student preferences and faculty availability via auto-generated Google Forms, then runs a preference-weighted matching optimizer to produce personalized two-day meeting schedules for every student.
Project Argus: LEO Ground-Station Network Design
Modeled Starlink ground-station placement as a fixed-charge facility-location MILP, generating cost-coverage Pareto frontiers across demand models and elevation thresholds.
Emergency Response Allocation: California
Combined severity-weighted p-median facility location with a LightGBM spatiotemporal risk ranker to optimize Emergency Response Center placement and hourly accident risk deployment across California, delivered as a live two-track decision-support dashboard.