Capstone Program

Education is one of the pillars of the Data Science Institute.

Through educational activities, we strive to create a community in Data Science at Columbia. The capstone project is one of the most lauded elements of our MS in Data Science program. As a final step during their study at Columbia, our MS students work on a project sponsored by a DSI Industry Catalyst Network member, an external company or non-profit, or a faculty member over the course of a semester.

An industry partner or faculty member proposes a research project and mentors a team of MS in Data Science students as they work on it. This model provides an excellent opportunity for motivated students to apply their data science skills in a real research setting. It also serves as a powerful catalyst for fostering and accelerating interdisciplinary collaboration.

Please reach out to [email protected] for more information or if you have questions. 

Interested in mentoring a capstone? Learn more about engaging with the Capstone course.

 

Deadlines

For the Fall 2026 semester, applications have closed. For the Spring 2027 semester (January/February-May 2027), application will open in October 2026. Please email [email protected] if you would like to receive emails when the proposal process begins.

 

 

Recent Projects

AI-Driven Document-to-ERP Reconciliation System
AI-Driven Document-to-ERP Reconciliation System

Principal Investigator
Mohamed Marrakchi

Improving Patient Colonoscopy Preparation with AI
Improving Patient Colonoscopy Preparation with AI

Principal Investigator
Elia Lima-Walton

Healthcare Policy RAG
Healthcare Policy RAG

Principal Investigator
Jim Leach

AI Insights
Data Intelligencer Agent

Principal Investigator
Anand Narayan

Graph Neural Networks for Cross-Channel Fraud Detection Using Financial and Device Signals
Cross-Channel Fraud Detection

Principal Investigator
Jun Kim

Project Glass-Box: Transparent AI Orchestration for Investment Advisory
Transparent AI Orchestration for Investment Advisory

Principal Investigator
Pawan Kumar Rajpoot