Saharnaz Mehrani

Assistant Professor at Florida Atlantic University - College of Business
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Contact Information
us****@****om
(386) 825-5501
Location
United States, US

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Experience

    • United States
    • Higher Education
    • 1 - 100 Employee
    • Assistant Professor
      • Aug 2022 - Present

      Department of Information Technology and Operations Management Department of Information Technology and Operations Management

    • United States
    • Higher Education
    • 700 & Above Employee
    • Postdoctoral Scientist
      • 2021 - 2022

    • United States
    • Higher Education
    • 100 - 200 Employee
    • Graduate Research Assistant
      • 2017 - 2021

      - Developed advanced optimization algorithms, including a branch-and-price algorithm and two recursive decomposition methods using decision diagrams, to solve a new variant of the colored bin packing problem. Applied the designed methods on two real-world applications of the problem in operating room scheduling and stadium seating. - Developed a reinforcement-learning-based optimization framework to solve the real-time problem of scheduling radiology exams to ensure timely care for… Show more - Developed advanced optimization algorithms, including a branch-and-price algorithm and two recursive decomposition methods using decision diagrams, to solve a new variant of the colored bin packing problem. Applied the designed methods on two real-world applications of the problem in operating room scheduling and stadium seating. - Developed a reinforcement-learning-based optimization framework to solve the real-time problem of scheduling radiology exams to ensure timely care for patients. Performed extensive simulation analyses to evaluate our proposed policies for this complex scheduling problem. - Designed a bi-level optimization model and an exact cutting-plane algorithm to produce robust assortments of products under a new ranking-based choice model that incorporates customers’ purchase behavior resulted by product unavailability. Tools: Python, C++, GUROBI

    • Graduate Teaching Assistant
      • Sep 2017 - May 2020

      Operations Management, Business Information Systems

    • Instructor
      • Oct 2019 - Dec 2019

      Business Information Systems

    • Guest Lecturer
      • Jul 2019 - Aug 2019

      Introduction to Machine Learning-graduate level (4 sessions on Regression, Clustering, and Model selection methods)

    • Iran
    • Higher Education
    • 1 - 100 Employee
    • Instructor
      • 2015 - 2015

      Computer Programming for Engineering (C++) Computer Programming for Engineering (C++)

    • Iran
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • 2013 - 2014

      Engineering Economics Time & Work study Engineering Economics Time & Work study

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