2021 Capstone Projects
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Accenture
Natural Language Processing for Customer Experience Evaluation
Students: Michelle Ong & Yueying Pan
Faculty Advisor: Karen Zheng -
Assurance IQ
Fostering innovative outreach methods to engage with new and existing customers
Students: Victor Jouault & David Liszewski
Faculty Advisor: Amr Farahat -
BMW Group
Connecting the Dots: Matching Existing Solutions to New Defects
Students: Daniel Cao & Chloe Lee
Faculty Advisor: Retsef Levi -
BMW Group
Automating the quality control in car manufacturing using computer vision
Students: Nonie Thomas & Annita Vapsi
Faculty Advisor: Bart Van Parys -
BMW Group
Reprice with Confidence: Dynamic Pricing with Robust Time-series Forecasting
Students: Pan Asavamongkolkul & Elva He
Faculty Advisor: Negin Golrezaei
PhD Mentor: Jason Cheuk Nam Liang -
CloudZero
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Coca-Cola Southwest Beverages
True Sales Potential: Unleashing the untapped opportunity
Video
Students: Tico Han & Sydney Mo
Faculty Advisor: Arnold Barnett -
Columbia Threadneedle Investments (CTI)
Quantifying Advisors Marketing Engagement and Predicting Quality Leads for Sales
Students: Pierre-Louis Bourlon & Noé Mikati
Faculty Advisor: Rama Ramakrishnan -
Comcast
Chatbot or Call? Optimal Contact Channel Selection for Customer Issue Resolution
Students: Ani Hari & Rebecca Schubertruegmer
Faculty Advisor: Rahul Mazumder -
Corvus Insurance
Automated Dataset Creation using PDF Text Extraction
Students: Jack Schooley & John Lazenby
Faculty Advisor: Hazhir Rahmandad -
CVS Health
Improving SMS Customer Experience through a Transformer-based Chatbot
Students: Brian Hsu & Aaron Wang
Faculty Advisor: Dimitris Bertsimas -
General Motors
Electric Vehicle as an Energy Reservoir: Vehicle-to-Grid
Students: Garfield Jin & Tim Li
Faculty Advisor: Georgia Perakis
PhD Mentor: Leann Thayaparan -
General Motors
Understanding US Dealership Visitation through Automated Geofence Creation
Students: Kiran Gite & Pei-Pei Kuo
Faculty Advisor: Alexandre Jacquillat -
GroupM
Dynamic Promotion Optimization over Sparse Demand Regression
Students: Matthew Garbecki & Jorge Quintanilla
Faculty Advisor: Georgia Perakis -
HANDLE Global
The Hidden Cost of Healthcare: Transforming medical equipment management
Students: Jean Bouteiller & Tristan Breyer Faculty Advisor: Alexandre Jacquillat
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Hartford HealthCare
Sleeve or Bypass? An Interpretable Method to Safely Select Bariatric Procedures
Students: Keith Fleming & Shane Weisberg Faculty Advisor: Dimitris Bertsimas
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Invitae
Prediction and Optimization of Medical Billing Operations
Students: Elaine Chen & Mindy Lin
Faculty Advisor: Retsef Levi -
Lincoln Laboratory
Avert Disaster: Safety Modeling for the Military Sealift Command (MSC) Ships
Students: Alex Psichas & Charlson Ro
Faculty Advisor: Jordan Levine -
Lincoln Laboratory
Automating UAV Classification and Detection Through Signal and Image Recognition
Students: Ani Murali
Faculty Advisor: Jordan Levine -
LogMeIn
Budget Allocation Through Marketing AttributioN, a.k.a. BATMAN
Students: Armando Hermosilla & Saksham Soni
Faculty Advisor: Nikos Trichakis -
MBTA
Ridership forecasting and automated geocoding for paratransit ride services
Students: Zach Garberman & Jake Martin
Faculty Advisor: Dimitris Bertsimas -
McKinsey & Company
Knowledge video summarization through AI
Students: Imane Farhat & Nassim Helou Faculty Advisor: Colin Fogarty
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MFS Investments
To meet, or not to meet, that is the question: Optimizing Interaction Strategies
Students: Riccardo Coato & Olga Kyriazi Faculty Advisor: Colin Fogarty
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Mass General Hospital (MGH)
Interpretable Machine Learning to Alleviate Bias In Trauma Patient Disposition
Students: Sumiran Thakur
Faculty Advisor: Dimitris Bertsimas
PhD Mentor: Hari Bandi -
Neon Pagamentos SA
Customer Relationship Network for Credit Default Prediction
Students: Skandere Sahli & Arie Selinger Faculty Advisor: Stephen Graves
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Pfizer
Sharing is Caring: Investigation Load Balancing
Students: Stephanie Franklin & Shaun Gan Faculty Advisor: Daniel Freund
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Stake
Price Prediction for the Dubai Residential Real-Estate Market
Students: Arkira Tanglertsumpun & Yvonne Xu
Faculty Advisor: Robert Freund -
Takeda
Understanding what causes suboptimal operational performance in clinical trials
Students: Edoardo Italia & Denis Sai
Faculty Advisor: Stephen Graves -
Thermo Fisher Scientific Inc
Empowering Sales Management with Potential Detection and Conversion Analysis
Students: Hazel Sima & Peijun Xu
Faculty Advisor: Dimitris Bertsimas -
Unilever
Personalized Marketing: Who, How, and When to Market Any Product at Target
Students: Charles Bi & Raphael Chew
Faculty Advisor: Amr Farahat -
Wayfair
Characterizing Intent Using Customer Journey: a Sequential and Graphical Model Approach
Students: Arnaud Sarfati & Simon Weill Faculty Advisor: Georgia Perakis
PhD Mentor: Omar Skali Lami