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EXPERIENCE

Doctoral Researcher
Center for Human, Artificial Intelligence, and Robot Teaming (CHART)

August 2022 - Present

Collaborates on 3 concurrent projects with the Air Force Office of Scientific Research, Defense Advanced Research Project Agency, and Irregular Warfare Center. Responsible for incorporating human systems engineering principles to research design, human factors and user experience research, and reporting.

  • Develops normative design principles by interviewing domain experts, conducting thematic analyses and modeling workflow innovation using cognitive task analyses

  • Performs field studies to collect biobehavioral and performance data to develop real-time measurement systems based in machine learning and complex systems science

  • Designs, runs, analyzes, and writes reports on experiments related to how trust and distrust spread in and across human-AI teams and multiteam systems

  • Developed a real-time predictive model of trust and distrust in human-AI teaming using dynamical systems

  • Leads project meetings for cross-functional teams across Department of Defense and academic partners

  • Hired, oversaw and trained 21 master’s and 16 undergraduate research assistants on conducting experiments, human factors and user experience research, statistical analysis, report writing, and dynamical systems modeling

  • Reports to CHART director

Doctoral Researcher
Systems Psychology Lab

May 2019 - Present

Applies principles of engineering psychology and human systems engineering to design and conduct mixed-method research on multi-mixed teams-including human-human, human-machine, and multiteam systems-focused on resilience engineering, trust, performance, and coordination in complex socio-technical systems. Employs advanced statistical and dynamical systems modeling techniques.

Researcher
Oak Ridge Institute for Science and Education

May 2024 - July 2024

Conducted U.S. Air Force–sponsored human factors research at the U.S. Air Force Research Laboratory. Designed and executed human-AI teaming experiments focused on trust, transparency, performance, and coordination strategies with the Team Enhancement, Assessment, and Measurement Laboratory. Contributed to AI agent development through training data tokenization, semantic analysis, and natural language processing (NLP).

  • Applied dynamical systems and advanced statistical techniques to monitor teamwork, identify breakdowns, and support team processes and performance

  • Led experimental design and research protocol development for multiple human-AI teaming studies

  • Initiated development of an AI agent capable of dynamically predicting when human teammates need assistance, prompting coordination strategy adjustments, and providing feedback to improve search strategy effectiveness

  • Conducted semantic analyses and NLP in R, creating and tokenizing training data to improve the AI model’s predictive accuracy

Human Systems Engineer
Georgia Tech Research Institute

June 2020 - Dec. 2021

Responsible for research protocol and reporting, and incorporating human factors methodology to provide user-centric tools, education, and leadership that support acquisition and life-cycle sustainment problems related to national security.

  • Led the creation of a human-centric workflow and process model for a complex DoD and industry systems-of-systems product across Department of Defense and industry partners

  • Conducted literature reviews, SME interviews, UI and product development, task/KSAO analyses, and experimental and usability studies for 3D audio, human-only and human-AI teaming, and military warfighter and medical teams

Chapter Development Consultant
Zeta Beta Tau

June 2018 - May 2019

Applied I/O psychology to lead and consult with university officials and student organizations, training undergraduates in organizational management and best practices. Advised 22 chapters on operations, budgeting, branding, recruitment, risk, philanthropy, and academics. Guided new organizations, strategic planning, and leadership transitions; developed training resources; led expansion projects; delivered presentations; and recruited and vetted members.

Human Factors Consultant
Self-Employed

Sep. 2018 - Oct. 2018

Implemented human factors methodology and systems thinking to review and simplify documentation for system design requirements and FDA approval for medical devices.

Research Assistant CAIDe Lab

Apr. 2016 - May 2018

As a research assistant with the Cognitive and Affective Influences in Decision making Lab directed by Dr. Ellen Peters, my duties included:

  • Developing preliminary testing materials for studies concerning medical decision making such as questionnaires on Qualtrics and MediaLab

  • Running experimental sessions, debriefing participants and coding participant data for analyses

  • Training research assistants

Human Factors Psychologist Intern/Co-op
Battelle Memorial Institute

May 2017 - Apr. 2018

Streamlined development, accelerated regulatory approval, and built safer, more competitive consumer, industrial, and military medical device products as part of Battelle’s human-centric design team.

  • Directed the "Universal Medical Symbol Comprehension, User Interpretation and Usability Study" and completed all quantitative and qualitative analyses and reporting

  • Led cross-functional meetings with UX/UI designers, psychologists, and mechanical, electrical, and material science engineers throughout the product development lifecycle—from prototyping to finalization

  • Conducted summative, formative, simulated-use, and usability studies, as well as validation testing and heuristic evaluations, for medical devices including autoinjectors, inhalers, insulin pumps, e-cigarettes, surgical gowns, etc.

  • Created task analyses, workflows, instructions for use, recruitment screeners, study protocols, and reports

  • Researched patient disease states and virtual reality applications for human factor based studies

Research Assistant Advanced Opinions

June 2013 - Aug. 2015

During the Summers of 2013-2015 as a research assistant with Advanced Opinions, I gained experience in qualitative research, particularly in planning and executing focus groups. My responsibilities included recruiting participants, developing recruitment screeners, coordinating focus group setup, and maintaining accurate financial records to support project efficiency and data quality.

SKILLS

Research Design and Practices

Experimental design, research proposals, study protocol, survey creation, field studies, usability, summative, formative, and simulated-use studies, validation testing, heuristic evaluations, and reporting

Quantitative Methods

t-test, ANOVA, regression, multivariate statistics, structural equation modeling, multilevel modeling, growth modeling, dynamical systems methodology, real-time data analysis, signal detection, biometrics, and data visualization

Qualitative Methods

User Experience (UX) research and methodology, cognitive work analysis, task analysis, KSAO analysis, card sorting, interviewing, focus group facilitation, observational studies, contextual inquiry, literature review, and systematic review

Data Analysis Languages and Software

R, Python, MPlus, SPSS, GPower, JASP, LIWC, and Excel

Programming Languages

MATLAB, R, Python, UML, SysML, LaTeX, C++, Arduino C/C++, HTML, CSS, Visual Basic, and SQL

Software

OpenSesame, Qualtrics, Amazon Mechanical Turk, SolidWorks, Autodesk, Adobe Creative Cloud, Microsoft Office

TEACHING EXPERIENCE

Guest Lecturer
HSE 598 - Team Cognition, Arizona State University

Apr. 2025

  • Presented a lecture on trust transitivity in human-machine teams and multiteam systems for undergraduate, master’s, and Ph.D. students

Graduate Student Instructor
HSE 499 - Individualized Study Course, Arizona State University

Aug. 2023 - May 2024

  • Prepared lessons and trained master’s-level research assistants in research methods and data analysis

Guest Lecturer
HSE 524 - Human Automation Interaction, Arizona State University

Oct. 2023

  • Delivered a lecture on qualitative and quantitative approaches to resilience engineering for master’s and Ph.D. students

Graduate Student Instructor
HSE 499 - Individualized Study Course, Arizona State University

May 2023 - Aug. 2023

  • Instructed and trained undergraduate research assistants in research methods and data analysis

Guest Lecturer
HSE 598 - Dynamic Systems Use Cases in Human Factors, Arizona State University

Jan. 2023 - May 2023

  • Delivered seminar-style lectures for master’s and Ph.D. students on noises, motions, dispersion analyses, system stability, and Lyapunov exponent calculations

Graduate Student Instructor
PSYC 4699 - Undergraduate Research, Georgia Institute of Technology

Jan. 2022 - May 2022

  • Trained undergraduate research assistants in conducting research and data analysis

Guest Lecturer
PSYC 1101 - General Psychology, Georgia Institute of Technology

Nov. 2020

  • Delivered a lecture on engineering psychology to 100+ undergraduate students

PROFESSIONAL AFFILIATIONS & COMMUNITY SERVICE 

Reviewer
Association for Computing Machinery (ACM) - CHI Conference on Human Factors in Computing Systems

2025

  • Reviewed submitted papers for publication

Reviewer
Human Factors and Ergonomics Society 69th International Annual Meeting

2025

  • Reviewed submitted papers for publication

Consultant
National Intelligence Council - Strategic Futures Group

2024

  • Identified key trends in climate security, geopolitics, strategic competition, global health, human security, democratization, and human-AI interaction for the 2025 Global Trends report

Reviewer
Human Factors and Ergonomics Society 67th International Annual Meeting

2023

  • Reviewed submitted papers for publication

Reviewer
Psychology Interlab Grant, Georgia Institute of Technology

2022

  • Reviewed research project submissions for grant funding

Program Facilitator
Zeta Beta Tau James E. Greer, Jr. President's Leadership Academy

2021

  • Oversaw 9 undergraduate chapter presidents during a 5-day workshop

Academic Advisor Zeta Beta Tau, Xi Chapter - Georgia Institute of Technology

2021

  • Advised the undergraduate chapter on academics and strategies for college success

Interviewer
Hillel - The Ohio State University

2018

  • Conducted interviews for Hillel’s Innovation Specialist role, supporting design thinking and creativity initiatives

Panel Member
Hillel - The Ohio State University

2018

  • Served as one of three panelists for a donor Q&A forum

Program Facilitator Zeta Beta Tau James E. Greer, Jr. President's Leadership Academy

2018

  • Led a group of 16 chapter presidents during a 3-day leadership program

Council Member Interfraternity Council - The Ohio State University

2017 - 2018

  • Served on the Internal Audit Board, Mental Health Matters Philanthropy Committee, and Standards of Excellence Committee

Program Facilitator
Zeta Beta Tau International Convention Recruitment Workshop

2017

  • Developed recruitment programming materials and led the event in coordination with international HQ staff

Committee Member
Zeta Beta Tau Fraternity

2017

  • Served on the International Budget and Credentials Committee

Committee Member
Zeta Beta Tau Fraternity

2016

  • Served on the International Budget and Resolutions Committee and Brotherhood Education Commission

Fundraiser
Children's Miracle Network, Buckeyethon - The Ohio State University

2015 - 2018

  • Organized fundraising initiatives; team raised over $15K annually

Toy Adapter Green Engineering Scholars Toy Adaptation Workshop - The Ohio State University

2014 - 2018

  • Adapted toys for children with disabilities in collaboration with the nonprofit RePlay for Kids

LEADERSHIP EXPERIENCE

President & Founding Member
Psychology Graduate Student Council - Georgia Institute of Technology

Aug. 2021 - May 2022

Directed operations of the eight-member council representing psychology Ph.D. students

Partnered with the Department Chair and Assistant Chair on student-focused initiatives

Established the Psychology Interlab Grant to foster cross-lab graduate student research

Oversaw rebranding from PSYCOGS to the Psychology Graduate Student Council (PGSC)

Organized the Applied Speaker Series, featuring industry professionals with psychology Ph.D.s

Authored administrative documentation to support future council leadership

President
Human Factors and Ergonomics Society - Georgia Institute of Technology

Apr. 2022 - May 2022

Directed operations of the five-member council for the Human Factors and Ergonomics Society university chapter

Oversaw programming and events supporting undergraduate and graduate student professional development

President Elect
Human Factors and Ergonomics Society - Georgia Institute of Technology

May 2021 - May 2022

Assisted the chapter president with council operations and initiatives

Organized the annual alumni event and fundraiser at the HFES Annual Meeting

Social Chair
PSYCOGS - Georgia Institute of Technology

Aug. 2020 - Aug. 2021

Conducted, analyzed, and presented results of the graduate student survey to department faculty

Planned and coordinated social events to strengthen graduate student community engagement

Treasurer
Human Factors and Ergonomics Society - Georgia Institute of Technology

May 2020 - May 2021

  • Managed chapter finances, including budgeting, bill payment, funding applications, dues collection, and organizational spending

First Year Representative
PSYCOGS - Georgia Institute of Technology

Aug. 2019 - Aug. 2020

  • Represented first-year psychology graduate students by relaying information and gathering feedback for the council

President
Zeta Beta Tau Fraternity, Nu Chapter - The Ohio State University

Jan. 2017 - Jan. 2018

  • Directed all operations, programming, and daily activities of a 100+ member organization with a seven-member executive board, 20 chairmen, and multiple committees

  • Authored and revised key administrative documents, including the Brotherhood Standards, Constitution, and By-Laws

  • Represented the chapter on the Interfraternity Council’s Internal Audit Board, Mental Health Matters Philanthropy Committee, and Standards of Excellence Committee

  • Negotiated chapter house remodels with the property owner to improve facilities

  • Served on the Zeta Beta Tau International Budget and Credentials Committee at the 2017 International Convention

Finance Director
Zeta Beta Tau Fraternity, Nu Chapter - The Ohio State University

Jan. 2016 - Jan. 2017

  • Managed a $100K+ budget, including bill payment, funding applications, rent and dues collection, tax filing, and expense approvals

  • Resolved a five-year tax issue and successfully reinstated the chapter’s tax-exempt status

  • Reconciled bank accounts and coordinated financial planning with the seven-member executive board

  • Supported fundraising and budgeting efforts for social, philanthropic, and brotherhood events

  • Represented the chapter on Zeta Beta Tau International’s Budget & Resolutions Committee and Brotherhood Education Commission at the 2016 International Convention

Assistant Treasurer Zeta Beta Tau Fraternity, Nu Chapter - The Ohio State University

Jan. 2015 - Jan. 2016

  • Supported the Treasurer through bookkeeping and financial record management

  • Served on the chapter’s Internal Audit Committee to ensure fiscal accountability

Recruitment Committee Member Zeta Beta Tau Fraternity, Nu Chapter - The Ohio State University

Jan. 2015 - Jan. 2016

  • Facilitated group discussions during bid voting and ensured adherence to recruitment rules and procedures

Mentor
Green Engineering Scholars Program - The Ohio State University

Aug. 2015 - May 2018

  • Guided freshman engineering students on academics and college life, serving as a resource for personal and professional development

  • Supported students in developing project ideas and clarifying career paths within the engineering discipline

Track Captain
Plainview - Old Bethpage John F. Kennedy High School

Sept. 2013 - June 2014

  • Led varsity sprint practices, weight room strength and conditioning sessions, and Saturday captain’s practices

  • Mentored fellow high school athletes, fostering skill development, teamwork, and athletic growth

All rights reserved © 2025 Matthew Scalia
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