Master of Business Analytics
2020 Project List
1. AB-InBev (Poster)
Assortment Optimization
Neil Pendse & Sean Chen | Faculty Advisor: Vivek Farias & Nikos Trichakis | PhD Mentor: Sarosh Ahmad & Bruno Raposo
2. Air Canada (Poster)
Business Churn Projection and Prediction
Leia Feng & Nova Zhang | Faculty Advisor: Arnold Barnett
3. Air Canada (Poster)
Revenue Integrity: Fraudulent Booking Identification
Asher Wright & Austin Zaccor | Faculty Advisor: Arnold Barnett
4. Assurance IQ (Poster)
Predicting Approval and Denial Rates for Insurance Shoppers
Joshua McKenney & Kevin Lin | Faculty Advisor: Dimitris Bertsimas
5. BMW Germany (Poster)
Automotive Noise Mining and Classification
Louis Raison & Stella Guo | Faculty Advisor: Retsef Levi
6. BMW North America (Poster)
Car Recommender for U.S. Dealerships
Eugenio Zuccarelli & Luca Mingardi | Faculty Advisor: Retsef Levi
7. Coca-Cola (Poster)
Prioritizing Customers Visits
Killian Farrell & Luis Honsel | Faculty Advisor: Stephen Graves
8. Comcast (Poster)
Optimizing Content Likely Personalization
Hamza Tazi Bouardi & Pierre-Henri Ramirez | Faculty Advisor: Amr Farahat
9. DHL Brazil (Poster)
Transport Acquisition Recommendation
Abby Garrett & Suzana Iacob | Faculty Advisor: Alexandre Jacquillat
10. Estee Lauder (Poster)
Identifying Customer Sentiment’s Business Impact
Anis Ben Said & Carrie Fowle | Faculty Advisor: Rama Ramakrishnan
11. General Motors (Poster)
Crowd Sourcing Fuel Data for Sustainable Routing Algorithms
Joe Zaghrini & Timothy Nonet | Faculty Advisor: Bart Van Parys
12. Group M (Poster)
Peggy Olson 2.0: Creative AI
Alexandru Socolov & Girish Govindarajan | Faculty Advisor: Karen Zheng
13. Hartford Healthcare (Poster)
A Data-Driven Approach to Healthcare
Gege Zhang & Muro Kaku | Faculty Advisor: Dimitris Bertsimas
14. Lincoln Laboratory (Poster)
Predictive Aircraft Maintenance: Detecting Imminent Part Failure with Cox Regression and Advanced Ensemble Learning Methods
Abraham Eaton & Joshua Couse | Faculty Advisor: Michelle Li
15. MailChimp (Poster)
Email Performance and Personalized Recommendations
Alessandro Previero & Brandy Piao | Faculty Advisor: Rahul Mazumder
16. MBTA Boston (Poster)
Paratransit Operations: Impact of Driver Behavior and Demand Forecast
El Ghali Zerhouni & John Nicholas | Faculty Advisor: Dimitris Bertsimas
17. MFS Investments (Poster)
Optimal Client Interaction
Angela Xu & Nicole Zou | Faculty Advisor: Dimitris Bertsimas
18. Nordstrom (Poster)
Local Inventory Deployment Optimization
Ahmed El Aamrani & Dao Ming Lee | Faculty Advisor: Georgia Perakis | PhD Mentor: Divya Singhvi, Ioannis Spantidakis
19. Pfizer (Poster)
Prevenar Factory Schedule Optimization: A Mixed Integer Programming Approach
Desiree Waugh & Julia Monti | Faculty Advisor: Dimitris Bertsimas
20. Quest Diagnostics (Poster)
Disease Risk Evaluations in Life Insurance Underwriting via Laboratory and Prescription-Driven Diagnosis Models
Jonathan Tukiman & Millie Mao | Faculty Advisor: Dimitris Bertsimas
21. Rapid7 (Poster)
Lateral Movement Detection: Leveraging Data in the Cybersecurity Industry
Gabrielle Rappaport & Raphaelle Delpont | Faculty Advisor: Rahul Mazumder
22. Schlumberger (Poster)
Deep Reinforcement Learning to Automate Acoustic Data Processing
Joey Khoury El Aramouni & Sofiane Hadji | Faculty Advisor: Carine Simon
23. Schlumberger (Poster)
Reliable Machine Learning in a World of Uncertainty
Andras Szep & Luke Pelegrin | Faculty Advisor: Carine Simon
24. Starbucks (Poster)
Brewing a Better Shot: IoT Predictive Maintenance for Mastrena II Espresso Machines
Jordan Knight & Joshua Ivanhoe | Faculty Advisor: Alexandre Jacquillat
25. Swiss Re (Poster)
Life and Health in a Changing Climate
Mike Jin & Yuchen Cao | Faculty Advisor: Carine Simon
26. Unilever (Poster)
Digital Marketing Attribution Model
Dani Xiao & Jonathan Chan | Faculty Advisor: Retsef Levi
27. USPS (Poster)
Opioid Detection in US Mail Stream
Danial Mirza & Rihab Rebai | Faculty Advisor: Negin Golrezaei
28. Walmart (Poster)
Planogram Optimization: Finding Optimal Product Placement on the Shelf
Ella Liu & Yijia Yang | Faculty Advisor: Stephen Graves
29. Wayfair (Poster)
Optimizing Targeting Strategy for Services
Ali Borenstein & Jiong Wei Lua | Faculty Advisor: Georgia Perakis | PhD Mentor: Divya Singhvi, Omar Skali Lami
30. Zara (Poster)
What Products Should be Displayed? Double Assortment Optimization
Ada Wang & Isabelle Zhang | Faculty Advisor: Georgia Perakis | PhD Mentor: Tamar Cohen-Hillel
*Due to privacy concerns, not all posters are publicly available