AI, ML, & Analytics

All LGO students master data analytics skills at LGO. The summer curriculum incorporates analytics coursework using Python and R, and many electives popular with LGOs have a data analysis focus. Some students choose an analytics internship, which have a large component of the research work devoted to large data sets and complex analysis.

Many internship projects that LGOs complete have a significant data analysis component. Students use data to make decision recommendations on supply chains, new products, optimized systems, and more. But some projects go above and beyond using data. These projects create analytics tools and predictive frameworks to make statistically sound business decisions.

Michaela Murr (LGO ’23)

Title: Industry 4.0 in Biomanufacturing: Predictive Real-Time Models Using Process Analytics Technology
Engineering Department: Electrical Engineering and Computer Science
Partner Company: Amgen Inc.

Adam Barber (LGO ’23)

Title: Modeling Passenger EV Charging Demand with Machine Learning using Telematics Data and Temperature
Engineering Department: Mechanical Engineering
Partner Company: National Grid

Joshua Weisberg (LGO ’23)

Title: Enhancing Manufacturing Performance to Plan with Predictive Analytics
Engineering Department: Civil and Environmental Engineering
Partner Company: Nissan-USA

Miles Kurtz (LGO ’23)

Title: Planogram Optimization in Support of Small Format Retail Inventory Management
Engineering Department: Civil and Environmental Engineering
Partner Company: Target

Gianpaolo Luciano Rivera (LGO ’23)

Title: Data-driven clustering for new garment forecasting
Engineering Department: Operations Research Center
Partner Company: Zara (Inditex, S.A.)

Christina Michaels (LGO ’22)

Title: Short-Cycle Job Scheduling and Assignment with Recommendations for Optimization Model Operationalization
Engineering Department: Electrical Engineering and Computer Science
Partner Company: National Grid