2022 Capstone Projects

Accenture: Empowering Supply Chain through AI-Driven Supplier Indexing and Recommendation (Poster | Video | Slides)

Tiana Cui & Yi "Skylar" Wang | Faculty Advisor: Ilya Jackson

Assurance IQ: Know Your Customer: How to Eliminate Bots and Predict Customer Lifetime Value (Poster | Video)

Semi Hasaj & Ryme Kabak | Faculty Advisor: Jordan Levine

Banyan Risk: Predicting the Occurrence and Magnitude of Securities Class Action Lawsuits (Poster | Video)

Ish Singham | Faculty Advisor: Dimitris Bertsimas

BMW: Fancy a BMW? Optimizing Customer Discounts for the UK Market (Poster | Video)

Luís Costa Laverón & Jingyuan "Donna" Gan | Faculty Advisor: Retsef Levi

BMW: Preemptive Quality Control: Enabling More Efficient Production of BMW Cars (Poster | Video)

Qiqi Chen & Sean Lo | Faculty Advisor: Bart Van Parys

Brigham Women's Hospital: We Need More Green Dots: Digital Decision Support for Post-Surgical Care (Poster | Video)

Anton Ipsen & Vincent Rogers | Faculty Advisor: Jónas Jónasson

Bumble: Who to Target? Defining and Understanding Passive LTV in an Online Dating Network (Poster | Video)

Amy Kee Young Ho & Siqi Wu | Faculty Advisor: Amr Farahat

CMA-CGM: Optimal Railroad Routing for Shipping Containers (Poster | Video)

Riley Lenaway & Brandon Ransom | Faculty Advisor: Stephen Graves

Coca Cola Southwest Beverages: The Best of the Best: Optimal Dynamic Portfolios for Most-Valuable-Products (Poster | Video | Slides)

Zijin "Peggy" Wang & Yiwen "Ivy" Zhang | Faculty Advisor: Thodoris Lykouris

Columbia Threadneedle: Holistic Financial Advisor Health Scan: An Optimization and Predictive Approach (Poster | Video)

Bohao Feng & Yijun "Daniel" Wei | Faculty Advisor: Rama Ramakrishnan

Comcast: Making Spam Meat Again: Leveraging Targeted Email Marketing to Reduce Churn (Poster | Video | Slides)

Naomi Keis & Ian Tongs | Faculty Advisor: Amr Farahat

Corvus Insurance: An Automated Approach to Terms of Service (TOS) Analysis (Poster | Video)

Manik Mukherjee & Yuepeng "Calvin" Wang | Faculty Advisor: Retsef Levi

CVS Health: Understanding Patients Better Using NLP Models -- But With No Text (Poster | Video)

Arpit Jain & Mathieu Sibué | Faculty Advisor: Robert Freund

Doosan Bobcat: Streamlining Doosan Bobcat's Sales Portfolio Using Mixed Integer Optimization (Poster | Video)

Benedict Lee & Aritro Nandi | Faculty Advisor: Bart Van Parys

General Motors: Enabling Electric Vehicle Adoption: Identifying Charging Station Malfunctions (Poster | Video | Slides)

Caroline Daugherty & Kyle Maulden | Faculty Advisor: Georgia Perakis, PhD Mentor: Leann Thayaparan

General Motors: Personalized Marketing Strategies for OnStar Customers (Poster | Video)

Gibson Russell & Dayna Wilmot | Faculty Advisor: Georgia Perakis, PhD Mentor: Leann Thayaparan

Grab.com: Cravings Can't Wait - Routing Food Deliveries Under Time Uncertainty (Poster | Video)

Gabriel Afriat & Mariana Suarez | Faculty Advisors: Daniel Freund & Stephen Graves

GroupM: Online Geo-Experiments At Scale: Measuring IKEA's Marketing Impact (Poster | Video)

Alfonso “Poncho” Juárez & Jesús Sánchez | Faculty Advisor: Dean Eckles

HANDLE Global: Prescriptions for Doctors: How Should Hospitals Replace Their Equipment? (Poster | Video | Slides)

Daniel Elechiguerra & Alessandro Fedel | Faculty Advisor: Jose Pacheco

Liberty Mutual: Risky Business - How Operational Changes Impact Surety Risk (Poster | Video)

Chris Aeberli & Erik Henriksson | Faculty Advisor: Rahul Mazumder

Lineage Logistics: Minimizing Warehouse Time Waste to Help Feed the World (Poster | Video)

Harry Channing & Jessica Nunez | Faculty Advisor: Michael Li

Macy's: What, WEAR, When? Demand Forecasting for Future Fashion Products (Poster | Video | Slides)

Alexander Birch & Vincent Lao | Faculty Advisor: Mohammad Fazel

McKinsey & Co: Search Smarter Not Harder: A Personalized Intranet Recommendation System (Poster | Video | Slides)

Sara Darwish & Shaleenraj Kaur | Faculty Advisor: Alex Jacquillat

MFS Investments: What is the Next Best Interaction with Broker Dealer Firms? (Poster | Video)

Lorenzo Pugliese & Felicie Tard | Faculty Advisor: Rahul Mazumder

MIT Lincoln Laboratory: Automated Patent Licensee Landscaping (Poster | Video)

Bennett Hellman | Faculty Advisor: Jordan Levine

Pfizer: Identifying Process-Centric Teams Using a Community Detection Framework (Poster | Video)

Kim Adler & Grace Garbrecht | Faculty Advisor: Jónas Jónasson

Pfizer: Minimizing Vaccine Variance (Poster | Video | Slides)

Kyle Mana & Ryan Trusler | Faculty Advisor: Daniel Freund

REI: Purpose-driven Supply Chain: A Prescriptive Approach to Sustainability (Poster | Video)

Ananya Krishnan & Claire Saillard | Faculty Advisor: Alex Jacquillat

Takeda: Good Site/Bad Site: An Efficient Strategy for Clinical Site Allocation (Poster | Video | Slides)

Aziz Ayed & Maria Camila Marenco | Faculty Advisor: Retsef Levi

Thermo Fisher: What's Next? Market Segmentation & Demand Forecasting Using Time-Series Modeling (Poster | Video)

Dev Das & James Hennessy | Faculty Advisor: Andy Sun

UCB: Managing Pharmacy Supply Using Optimal Allocation (Poster | Video)

Charlotte Kennedy & Ultan O'Rourke | Faculty Advisor: Dimitris Bertsimas

Unilever: Is it Elastic? Inflation, Problematic. Prices Automatic (Poster | Video)

Rahul Kasar & Jay Li | Faculty Advisor: Thodoris Lykouris

Wayfair: The Value of a Dollar: Optimizing Bidding Strategies for Suppliers (Poster | Video | Slides)

Rocky Xie & Jiesi "Jessie" Zhou | Faculty Advisor: Georgia Perakis, PhD Mentor: Manuel Moran Pelaez

Zoetis: Customer Segmentation & Early Adopter Analysis: US Canine Petcare (Poster | Video)

Jordan Baruch & Chloé Pariente | Faculty Advisor: Dimitris Bertsimas

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