🙋♂️ About Me
I am a fourth-year Ph.D. student in the Department of Applied Mathematics and Statistics (AMS) at Johns Hopkins University (JHU), where I have the privilege of being advised by Prof. Amitabh Basu. My research interests include integer programming, convex analysis, and discrete geometry, with a particular focus on the intersection of machine learning and discrete optimization.
📝 Preprints
1.
arXiv preprint, 2026. Under review at Mathematical Programming.
📚 Publications
1.
International Conference on Machine Learning ICML, 2026
2.
Generalization Guarantees for Learning Score-Based Branch-and-Cut Policies in Integer Programming
PDF
Advances in Neural Information Processing Systems NeurIPS, 2025
3.
Advances in Neural Information Processing Systems NeurIPS, 2024
4.
Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
PDF
Advances in Neural Information Processing Systems NeurIPS, 2024
5.
Mathematical Programming Math. Program., vol. 206, pp. 333--356, 2024
💼 Work Experience
Amazon
May 18 - September 4, 2026
Applied Scientist Intern
Incoming
Bellevue, WA
🏅 Honors and Awards
Google PhD Fellowship Nominee
1 of 4 university nominees selected by JHU.
2026
JHU MINDS Fellowship
1 of 11 fellows selected across five departments at JHU.
Summer 2024; Fall 2025
Rufus P. Isaacs Fellowship
1 of 2 fellows in the AMS Department at JHU.
2024-2025 academic year
💬 Invited Talks
1.
INFORMS Optimization Society Conference IOS
Atlanta, Georgia · March 2026
2.
Generalization Guarantees for Learning Branch-and-Cut Policies in Integer Programming
INFORMS Annual Meeting INFORMS
Atlanta, Georgia · October 2025
3.
Sample Complexity of Learning Cut Generating Functions
INFORMS Annual Meeting INFORMS
Seattle, Washington · October 2024
4.
A Data-Driven Approach to Cut Generating Function Selection
25th International Symposium on Mathematical Programming ISMP
Montreal, Canada · July 2024
💻 Software
1.
An interactive 3D tool for visualizing branch-and-cut algorithms in integer programming.
📝 Professional Service
Session Chair
INFORMS Optimization Society Conference (IOS) 2026
Journal Reviewer
Mathematical Programming
Conference Reviewer
ICML 2026; NeurIPS 2025; Integer Programming and Combinatorial Optimization (IPCO) 2025
📖 Teaching
Teaching Assistant at Johns Hopkins University (Promoted to Teaching Fellow in May 2025)
EN.553.665 Introduction to Convexity Recitation Notes
Fall 2022, 2023, 2024, Spring 2024, 2025
EN.553.766 Combinatorial Optimization
Spring 2023
EN.553.762 Nonlinear Optimization II
Spring 2023
EN.553.385 Numerical Linear Algebra
Spring 2022