Academics
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Undergraduate Program
Client Project Challenge

The process of working on projects for external clients is essential to the IEMS undergraduate curriculum. Each year we look for projects for students to work on in the fall and spring quarters.

Do you have a project you would like our students to work on?

Submit a project proposal

Important dates for our clients for the Spring 2025 projects

Opportunities to work with IEMS and NU Engineering


blackstone publishing logo

Data Engineering and Forecasting Book Sales

The project's goal was to develop a forecast of new book sales based on industry sales databases (like BookScan) and Blackstone’s internal data. To support the forecast, the team had to help with the data engineering and building data pipelines to maintain the data.

Target Logo

Warehouse Picking Algorithms and Multiple Objectives

A picking algorithm can drive efficiencies in a large-scale warehouse. However, the algorithm must consider different constraints, objectives, and the impact on other operations.

Coca-Cola Consolidated logo

When to replace IT assets?

A student team worked with the Coca-Cola Consolidated IT team to determine the best time to replace IT assets like laptops, desktops, and iPads.

NU logo

Using a CPC Team as Consultants

A quote highlighting the value of CPC team.

lufkin logo

Supply Chain Optimization: Routing and Inventory

Decisions on how frequently you ship impacts the inventory you need to store.

NU Office of the Registrar logo

A Forecasting App for Class Size

Northwestern's Office of the Registrar assigns courses to classrooms. Since available classroom space is always tight, having better forecasts for each course will help.

NU logo

Northwestern University Logistics Assessment

CPC team completes an assessment of the current and future state of Northwestern's Evanston campus material logistics programming.

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A CPC project can be a great way for alums to connect back to NU's IEMS program

An alum from Northwestern's IEMS class of 2015 works again with a CPC team.

CRSM Logo

A Deeper Understanding of College Graduation Rates Based on High School Data

Cristo Rey St. Martin (CRSM) wanted to look at more than just ACT scores to predict the college graduations of their students. This helps with admissions to college and creating support plans for the students.

JR286 Logo

Warehouse Capacity Dashboard to Long-term Forecasting

JR286 wanted to understand warehouse capacity. They wanted a daily capacity dashboard as well as a long-term forecast to understand when they might run out of space.

BHGH logo

Staff Scheduling and Strategic Planning at a Local Non-Profit

Staff scheduling is important to help BHGH satisfy their mission: “To nurture and guide motivated young people in extreme need to become college-educated, career-ready, community-minded men and women for others.”

USG logo

Improving service level by optimizing safety stock in a space-constrained environment

USG wanted to evaluate the current safety stock strategy and identify opportunities to improve service levels in a space-constrained environment.

Lurie Hospital logo

Simulating Turnaround Time to Get Rooms Ready for the Next Patient

An operational challenge at any hospital is to prepare a room for the next patient. The faster this can be done, the better. However, it is not just about cleaning time, system congestion can mean that it may take a long time for the cleaning crew to even get to a room.

Graphic of the front of a shuttle

Introduction of Electric-Powered Campus Shuttles at Northwestern University

In switching from a diesel to electric-powered bus system, fleet sizes must satisfy demand with the additional incorporation of on-route charging stations.

Ferrara logo

Mixed Bag Optimization for Ferrara Candy Company

A candy company aimed to fill mixed bags by piece count and weight requirements, but needed a flexible marketing tool to prevent overfilled candy bags.

UPS logo

Redesigning the Geographical Territories for UPS Chicago

Lengthy travel times and high package volumes led UPS Chicago to improve methods of customer-hub assignment pairings.

Illustrated faces of people from many backgrounds

Identifying Sentencing Biases in the Illinois Court System

With limited data on the Illinois judiciary, a comprehensive data set was required to encourage accountability among judges and eliminate potential sentencing bias.

Lurie Children's Hospital logo

Optimizing Scheduling of the Epilepsy Monitoring Unit at Lurie Children’s Hospital

Lurie Children's Hospital aimed to improve patient processing in the Epilepsy Monitoring Unit, but needed a way to account for bed utilization and waitlisted appointments.

Attea Flyers logo

Automated Scheduling Platform for Attea Middle School

Highly personalized student schedules led a local middle school to streamline the complex process of student scheduling.

Penda Health logo of hands holding a heart graphic

Inventory Management for Penda Health

A health company wanted insight into their inventory management to reduce lost revenue and improve patient experience.

Bank of America Chicago Marathon logo

Bank of America Chicago Marathon Medical Volunteer Allocation Handbook

Efficient staffing of medical volunteer locations throughout the Chicago Marathon is imperative in the event of an emergency.

Graphic of electric charging station

Feasibility Study for Electric Vehicle Charging Stations in Evanston, Illinois

The City of Evanston looked to encourage electric vehicles with charging stations, but needed an implementation strategy.

Lot of bikes parked on racks

City of Evanston Bicycle Rack Distribution Analysis

Bike parking at inconvenient locations led the City of Evanston to search for a better bike rack distribution.

Red Cross logo

Evaluating Fire Resiliency in Evanston, IL

American Red Cross aimed to assist those who need disaster relief with better models to improve disaster preparedness and resiliency.