Joshua Cooper

Industrial and Systems Engineer | Machine Learning Researcher

Joshua Cooper

Industrial and Systems Engineer | Machine Learning Researcher

Experience

Machine Learning Researcher

Systems Optimization and Machine Learning Lab (SysOptiMaL) | August 2023 – Present

  • Designed a deep learning transformer to solve NP-hard problems within 0.0% of optimality.
  • Built systems to train 10+ million parameter models on Advanced Research Computing super computers.
  • Authored a research paper documenting novel findings soon to be published in the IISE national conference.

Machine Learning Engineering Intern

United Airlines | May 2023 – August 2023

  • Designed machine learning algorithms to improve airport congestion and available turnaround time for over 5000 flights daily.
  • Reduced airport congestion by 11% during peak hours using artificial intelligence techniques.
  • Increased the amount of time available for plane turnaround by 10% while maintaining current levels of utilization.

Software Engineering Intern

Exelaration | December 2021 – August 2022

  • Developed features for client company's data analytics and operation portal in C# and TypeScript.
  • Lead the creation of validation systems for clients PowerBi dashboard.
  • Implemented features with Agile workflow with a team of 4 using GIT and Azure DevOps.

Education

Virginia Tech

BS, Industrial and Systems Engineering | Minor, Computer Science

Expected Graduation: May 2025

University of California Berkeley

Dual Enrollment, Computer Science | June 2019 - August 2020

Skills

Python R SQL C C# TypeScript JavaScript Java MATLAB Unix/Linux (WSL) Docker React Azure DevOps AWS (Sagemaker) Spark GIT Tensorflow Keras Numpy Pytorch PuLP Pandas NLP Computer Vision Transformers Machine Learning Deep Learning HPC CUDA Gurobi CPLEX

Projects & Publications

Deep Learning for NP-Hard Problems

Paper

Developed a novel approach using transformers to solve complex optimization problems.

AI-Driven Airport Optimization

Implemented machine learning models to enhance airport efficiency and reduce congestion.

Leadership & Involvement

  • Convex Analysis Reading Group (February 2024 – Present)
  • Artificial Intelligence and Machine Learning Club
    • Vice President and Lecturer (August 2023 - August 2024)
    • President and Lecturer (August 2024 - Present)
  • Virginia Tech Institute of Industrial and System Engineers
    • Director of Outreach (August 2022 - August 2023)
    • Director of Professional Development events (August 2023 – Present)

Awards and Certificates

  • Disability:In NextGen Leader
  • Certified ScrumMaster (CSM)
  • HackViolet: Best Visionary Hack
  • VTHacks: Best UI/UX
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