About Me
I am a Ph.D. student in Industrial & Systems Engineering at Lehigh University, working under the supervision of Prof. Frank E. Curtis and Prof. Daniel P. Robinson. My research interests lie in mathematical modeling, optimization, and nonconvex optimization, with applications in areas such as machine learning and other real-world problems.
Before joining Lehigh, I earned my Master's degree in Industrial Engineering from Sharif University of Technology.
Publications
Research & Projects
Nonconvex Constrained Optimization Methods
Developed optimization techniques for handling nonconvex constrained problems, with applications in machine learning and fairness.
Multi-Stage Financial Planning
Stochastic optimization using scenario reduction and nested decomposition methods for robust financial planning. Handles uncertainty in multi-period decision making.
Constraint-Based ML Framework
A comprehensive framework for integrating domain constraints into machine learning pipelines with theoretical guarantees. Provides tools for constraint specification and enforcement.
Fair Clustering
Optimization-based clustering algorithms with integrated fairness constraints for equitable data partitioning. Implements mathematical programming approaches to ensure balanced representation.