Centered 20 minutes from the Port of LA, USC’s MSGSCM immerses students in live logistics theater. Cohorts pilot yard-drone inventory counts, build AnyLogic digital twins stress-tested on Suez-style blockages, and encode Scope-3 emissions into Hyperledger Fabric chains. A Humanitarian Logistics sprint schedules UN WFP sorties, while a Mexico maquiladora residency exposes near-shoring finance. Graduates de-risk nodes from cobalt mines to curbside EV deliveries.
IoT cold-chain tracker with MQTT + LoRaWAN
Optimization of rail-port drayage using genetic algorithms
Dashboard visualizing container dwell-time vs. demurrage fees
Carbon-adjusted total-landed-cost calculator
Drone swarm inventory system for high-bay warehouses
Scenario plan of Taiwan semiconductor shock ripple
Circular reverse-logistics network for lithium batteries
Digital-twin KPI sandbox for hurricane port closures
Smart contract automating perishable cargo insurance
Real-time ETA predictor with transformer time-series model
Causal impact of zero-emission trucks on OTIF metrics
Gamified supplier audit tool crowdsourcing SDG scores
API bridge syncing ERP to blockchain bill-of-lading
Policy brief on CBAM compliance workflows
Simulation of drone-enabled last-mile in urban canyons
TCO analysis of LNG vs. green ammonia bunkering
Engineer logistics that stay agile, visible and sustainable.
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