CV

Mitchell Gerhardt

mitchg@vt.edu
Ithaca, New York, US

Summary

Ph.D. candidate in Engineering Education with expertise in AI in education, STEM graduate engineering education, human-computer interaction, natural language processing, epistemic thinking, epistemic cultures, and collaborative learning.

Education

  • Engineering Education
    2027-05
    Virginia Tech
    GPA: 4.00/4.00
  • Computer Science
    2026-05
    Virginia Tech
    GPA: 3.77/4.00
    Courses: Machine Learning, Natural Language Processing, Computer Education Research, AI Tools for Software Engineering, Applied Design and Assessment of Educational Environments in Engineering
  • Cognition and Education
    2025-05
    Virginia Tech
    GPA: 4.00/4.00
  • Electrical Engineering
    2020-12
    Virginia Tech
    GPA: 3.69/4.00

Work Experience

  • Graduate Assistant to the Director for Special Programs
    2024-08 - current
    Center for Excellence in Teaching and Learning (CETL), Virginia Tech
    Work with Dr. Tiffany Shoop on various teaching and learning initiatives
    • Conducted mid-semester feedback sessions across various disciplines
    • Developed and presented faculty workshop on Interactive Lecturing with approximately 30 attendees
    • Co-led implementation of CIRTL program at Virginia Tech
    • Helped organize 17th annual Conference on Higher Education Pedagogy (CHEP)
    • Systematically reviewed empirical research on Collaborative Online Interactive Learning (COIL)
  • Global Product Development Engineering
    2021-06 - 2023-06
    General Motors
    Multiple roles in software-defined vehicle development
    • Software Engineer - Software Defined Vehicle: Developed next-gen software infrastructures and technology
    • Infotainment Technical Program Manager: Planned, executed, and delivered leading-edge technology
    • Complexity Optimization Engineer: Engaged in measuring, managing strategy, and reducing program complexity
  • Autonomy Systems Research - Software Engineer I
    2019-05 - 2020-12
    Caterpillar Inc.
    Implemented control interfaces and validated sensor data for autonomous machinery
    • Implemented control interface for autonomy simulation platform using ROS
    • Validated and integrated sensor data on large-scale machinery into algorithms for mapping and navigation
    • Developed CI/CD protocols and workflows for software distribution using Docker, ROS, and C++ testing framework

Skills

Programming Languages

  • Python
  • R
  • JavaScript
  • C++
  • MATLAB

Web Development

  • React
  • FastAPI
  • HTML
  • CSS
  • Tailwind

Data Science & Machine Learning

  • Natural Language Processing
  • Machine Learning
  • Large Language Models
  • Data Analysis

Research Methods

  • Qualitative Research
  • Quantitative Analysis
  • Mixed Methods
  • Survey Design

Tools & Technologies

  • Docker
  • AWS S3
  • ROS
  • Git
  • LaTeX
  • CI/CD

Publications

  • Collaborative (In)decision: A Preliminary Investigation of the Differences in Undergraduate Engineering Capstone Students' Collaborative Behaviors
    International Journal of Engineering Education - Special Issue for Capstone Design
  • Using Generative Text Models to Create Qualitative Codebooks for Student Evaluations of Teaching
    2024
    International Journal of Qualitative Methods - Volume 23
  • Automated Analysis of Knowledge Types in Computer Science Textbooks: A Natural Language Processing Approach to Understanding Epistemic Climate
    2025 ASEE Annual Conference & Exposition
  • Engineering Judgment Through the Lens of Epistemic Cognition: Insights from an Open-Ended Laboratory
    2025 ASEE Annual Conference & Exposition
  • Reimagining Behavioral Analysis in Engineering Education: A Theoretical Exploration of Reasoned Action Approach
    2024
    2024 ASEE Annual Conference & Exposition
  • Why do capstone students choose to perform behaviors? Differing prevalence in collaborative choices
    2024
    Capstone Design Conference

Presentations

  • Invited Student Discussion
    2025
    Board of Visitors Meeting
    Blacksburg, VA
    Invited to discuss research and ongoing projects during Virginia Tech Board of Visitors meeting
  • Teamwork and Team Formation Panel
    2024
    2024 Capstone Design Conference
    Knoxville, TN
    Conference panel discussion about teamwork and team formation in capstone engineering courses
  • Reimagining Behavioral Analysis in Engineering Education: A Theoretical Exploration of Reasoned Action Approach
    2024
    2024 ASEE Annual Conference
    Portland, OR
    Conference presentation in ERM division
  • Why do capstone students choose to perform behaviors? Differing prevalence in collaborative choices
    2024
    2024 Capstone Design Conference
    Knoxville, TN
    Poster presentation during conference poster session
  • Career Pathways Panel
    2023
    Virginia Tech Interdisciplinary Capstone (IDC) course
    Blacksburg, VA
    Invited talk to discuss graduating, engineering industry, and career pathways with capstone students

Teaching

  • Role: Academic Tutor
    Provided one-on-one mentoring sessions and academic assistance, adapted to COVID-19 instruction methods