Project: Data-Driven Multimodal Freight Modeling for Waterways and Ports
Sponsored by: US Army Corps of Engineers: Engineer Research and Development Center

• Processed and integrated data across multiple freight transport modes.
• Simulated disruption scenarios and analyzed resilience using discrete-event simulation.
• Proposed a queueing-theory-based model for port network operating capacity.

Project: Integrating waste and resource management — Data-driven optimization for urban mining logistics
Sponsored by: Mathematics of Information Technology and Complex Systems (MITACS)

• Modeled reverse logistics networks under uncertainty for Quebec wood industries.
• Developed a scenario-based MILP and ALNS heuristic for network design.
• Solved MILP using CPLEX; implemented heuristic in Python.

Project: Last mile electric vehicle lohsitics — Bi-objective steiner travelling salesperson problem
Sponsored by: Kishore Vaigyanik Protsahan Yojana (KVPY) Fellowship

• Developed exact and heuristic methods for the Bi-criteria Steiner TSP with Time Windows.
• Proposed a new MILP formulation and a six-operator local search heuristic.
• Benchmarked performance on real-world logistics datasets (Amazon Austin).