Build a lightweight AI/analytics approach that (1) forecasts next-day CPU [Customer Pick Up] volume by customer, and (2) proposes optimized CPU combinations (which customers should be collected) to reduce cost and CO₂ while respecting basic operational constraints.
Forecast next month with a next-day approach CPU demand per customer (parcel count and/or weight/volume). Suggest customers into CPU combinations (i.e., truck tours) using forecasted loads, locations, and truck capacity. Estimate cost and CO₂ of your plan and compare vs. a simple baseline. Deliver a short presentation with your approach, results, and recommendations.
UPS is the world's premier package delivery company and a leading provider of global supply chain management solutions.
