University of Tennessee, Knoxville

AIRELab

Artificial Intelligence, Race & Evaluation Lab

Optimizing Human Potential

disrupting inequalities * designing change

College of Education, Health & Human Sciences
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Partners & Funders
IKEA Foundation
Penn Population Studies Center
Innovations for Poverty Action
Mittal South Asia Institute, Harvard
Measurement Justice
Our Mission

At the Intersection of Learning, Technology & Justice

To tackle algorithmic bias and enable a socially just society grounded in ethics, compassion, and justice.

We do this through the support of minorities, students of color, and underprivileged communities,conducting culturally responsive evaluations that are fair, transparent, and inclusive.

AIRELab brings together researchers, educators, and practitioners across disciplines to advance AI for human development,designing solutions that genuinely serve all communities, not just the already-privileged.

Centering Marginalized Communities

Culturally responsive evaluation through rigorous mixed-methods research.

Finding & Fixing Algorithmic Bias

Designing AI fairness from the ground up.

Advancing AI in Education

Integrating AI into critical pedagogy,building literacy, agency, and critical thinking across all learner levels.

Global Impact

International partnerships that address displacement, livelihood, and climate-driven human development challenges.

Active Projects

Our Research

Three interconnected research programs examining how AI and evaluation can serve human flourishing,from classrooms in Tennessee to refugee camps in Bangladesh.

Active Research
2024 – Present

AI for Human Development

Examines the future of learning and labor markets in the United States and Bangladesh. Integrates generative AI into critical pedagogy,building AI literacy, critical thinking, and agency for learners from middle school through graduate programs, with a focus on communities historically left behind.

Winner - AAAI/ACM SIGAI Innovative AI Education Award, March 2025

Principal Investigator

Dr. Fatima Zahra

Active Research
2024 – Present

Sustainable Livelihood for Refugees

Investigates employment barriers and livelihood pathways among Rohingya fathers living in refugee camps. The project combines economic analysis with community ethnography to inform durable, dignified policy solutions.

Principal Investigators

Fatima Zahra · Jere Behrman · Nglula Fleurant

IKEA Foundation
Active Research
2023 – Present

Climate Change & Human Development

Examines the links between climate phenomena,air quality, natural disasters, and rising temperatures,and child development outcomes in vulnerable regions across the Global South, informing climate-adaptive social programs.

Collaboration

University of Pennsylvania

Penn Population Studies Center
The People

Our Team

A cross-disciplinary group of faculty, postdoctoral researchers, and students united by a commitment to equity-driven, human-centered research.

Dr. Fatima T. Zahra

Dr. Fatima T. Zahra

Founder & Principal Investigator

Assistant Professor, Evaluation, Statistics & Research Methodology
University of Tennessee, Knoxville

Dr. Zahra holds a Ph.D. in Interdisciplinary Studies in Human Development from the University of Pennsylvania. Beyond tackling inequalities, she finds balance in boxing, meditation, music, and poetry.

Research: Culturally responsive evaluation; AI in education; future of learning and labor markets; sustainable development

Dr. Fatima T. Zahra

Founder & Principal Investigator

Dr. Fatima T. Zahra (Dr. Z) is an Assistant Professor at the University of Tennessee, Knoxville. She holds a Ph.D. in Interdisciplinary Studies in Human Development from the University of Pennsylvania. Beyond her quest to tackle inequalities, Dr. Zahra cherishes time with her multicultural family and finds balance in boxing, meditation, music, and poetry.

Research: Culturally responsive evaluation; future of learning and labor markets; sustainable development; AI in education and evaluation

Dr. Rushad Faridi

Dr. Rushad Faridi

Postdoctoral Researcher

AIRELab, University of Tennessee, Knoxville

An economist and data scientist with two decades of teaching experience across Bangladesh and the US. Dr. Faridi's policy evaluation work spans engagements with the World Bank, UNICEF, and JICA.

Ph.D. Economics, Virginia Tech
Research: Development economics; survey data analysis; machine learning for social impact

Dr. Rushad Faridi

Postdoctoral Researcher

Dr. Rushad Faridi is an economist and data scientist with a Ph.D. in Economics from Virginia Tech. He has over two decades of experience teaching economics, statistics, and data analytics at universities in Bangladesh and the United States, including Wake Forest University and the University of Dhaka. His work bridges quantitative research and policy evaluation, with extensive experience analyzing large survey and administrative datasets for organizations such as the World Bank, UNICEF, and JICA.

Research: Survey data analysis; development economics; data science in policy; machine learning for social impact

Hanhui Bao

Hanhui Bao

Ph.D. Student

Learning Design & Technology
University of Tennessee, Knoxville

Alumna: Johns Hopkins University
Research: STEM education, equity in learning environments

Hanhui Bao

Ph.D. Student

A Ph.D. student in Learning Design & Technology at the University of Tennessee, Knoxville, and alumna of Johns Hopkins University.

Research: STEM education; equity in learning environments

Srinath Narayanan

Srinath Narayanan

Undergraduate Research Assistant

Computer Science
University of Tennessee, Knoxville

An aspiring AI innovator building technologies that improve lives -- from autonomous systems to educational platforms for underserved students. Committed to making AI accessible and ethical.

Research: AGI, RAG models, AI in education

Srinath Narayanan

Undergraduate Research Assistant

Srinath is an aspiring AI innovator dedicated to building technologies that meaningfully improve people's lives. From developing autonomous and sensor-driven systems to creating educational platforms for underserved students, he focuses on using data, machine learning, and thoughtful design to solve real societal challenges. His experience in AGI research, software development, and community leadership reflects his commitment to making AI both accessible and ethical. Aside from school and work, Srinath enjoys playing tennis and pickleball.

Research: Artificial General Intelligence; RAG models; AI in education

Leah Funderburg

Leah Funderburg

Undergraduate Research Assistant

Data Science with Minor in Computer Science
University of Tennessee, Knoxville

An undergraduate at UTK applying predictive data analysis and machine learning to real-world societal issues, with a focus on AI's impact on education and early career pathways.

Research: Machine learning, AI in education and labor markets

Leah Funderburg

Undergraduate Research Assistant

Leah is an undergraduate student at the University of Tennessee studying data science with a minor in computer science. Her interests include applying predictive data analysis and machine learning to real-world societal issues. Focus areas involve AI integration in education and the labour market and its impact on young adults' early career pathways. In her free time, she enjoys traveling and reading.

Research: Machine learning; AI in education and labor markets

Rachel Wong

Rachel Wong

Research Assistant

University of Tennessee, Knoxville

Rachel Wong

Research Assistant

Research Assistant at AIRELab, University of Tennessee, Knoxville.

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Varun Kilaru

High School Research Assistant

Rising Senior, Ravenwood High School

Research interests: Economics and artificial intelligence

Varun Kilaru

High School Research Assistant

A rising senior at Ravenwood High School contributing to AIRELab's research efforts.

Research interests: Economics and artificial intelligence

Dr. Jiangen He

Dr. Jiangen He

Research Affiliate

Assistant Professor, School of Information Sciences
University of Tennessee, Knoxville

Dr. He earned his Ph.D. in Information Studies from Drexel University. His research spans science of science, human-AI interaction, and visual analytics. He enjoys yoga, hiking, and weightlifting.

Research: Science of science; human-AI interaction; visual analytics; AI impacts on knowledge creation

Dr. Jiangen He

Research Affiliate

Dr. Jiangen He (he/him) is an Assistant Professor in the School of Information Sciences at the University of Tennessee, Knoxville. He earned his Ph.D. in Information Studies from Drexel University, a Master's degree in Information Science from Wuhan University, and dual Bachelor's degrees in Business Administration and Computer Science from Nanjing Tech University. His research spans science of science, human-AI interaction, and visual analytics, with a keen interest in how AI impacts knowledge learning and creation. He enjoys yoga, hiking, and weightlifting.

Research: Science of science; human-AI interaction; visual analytics; AI impacts on knowledge creation

Dr. Hope Chidziwisano

Dr. Hope Chidziwisano

Research Affiliate

Assistant Professor, School of Information Sciences
University of Tennessee, Knoxville

Dr. Chidziwisano designs sensing and AI technologies for resource-constrained areas. A former postdoctoral fellow at Carnegie Mellon's HCII, he earned his Ph.D. from Michigan State University.

Research: Sensing and AI for resource-constrained contexts; human-centered design; HCI

Dr. Hope Chidziwisano

Research Affiliate

Hope Chidziwisano is an Assistant Professor in the School of Information Sciences at the University of Tennessee, Knoxville. His research focuses on designing sensing and AI technologies for resource-constrained areas, leveraging human-centered approaches to develop and deploy novel technologies. Before joining UTK, he was a postdoctoral fellow at Carnegie Mellon's Human-Computer Interaction Institute. He completed his Ph.D. in Information and Media at Michigan State University and holds an undergraduate degree in Computer Science and Physics from the University of Malawi.

Research: Sensing and AI for resource-constrained areas; human-centered design; HCI

Dr. David M. Bowers

Dr. David M. Bowers

Affiliate

Research Assistant Professor, Theory & Practice in Teacher Education
University of Tennessee, Knoxville

Dr. Bowers (they/them) holds a Ph.D. in Mathematics Education from Michigan State and Masters from Ohio State. Outside academia, they love art and cherish time with their partner and children.

Research: Sociopolitical and ethical analysis of education; critique of power and ideology; methodologies informed by direct action

Dr. David M. Bowers

Affiliate

Dr. David M. Bowers (they/them) is a Research Assistant Professor of Teacher Education at the University of Tennessee, Knoxville. They hold Masters Degrees in STEM Education and Mathematical Sciences from The Ohio State University and a Ph.D. in Mathematics Education from Michigan State University. Outside of academia, Dr. Bowers loves engaging deeply with art of all kinds and cherishes time spent with their partner and children.

Research: Sociopolitical and ethical analysis of education; critique of power, domination, and ideology; methodologies informed by direct action

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Dr. Crystal Dilworth

Affiliate

Instructor, Center for Technology and Management Education
California Institute of Technology (Caltech)

Ph.D. Molecular Neuroscience, Caltech
Impact areas: Human development, behavioral science, STEM leadership, public engagement

Dr. Crystal Dilworth

Affiliate

An Instructor at Caltech's Center for Technology and Management Education, Dr. Dilworth holds a Ph.D. in Molecular Neuroscience from Caltech. Her work spans human development, behavioral science, STEM leadership, and public engagement.

Impact areas: Human development; behavioral science; STEM leadership; public engagement

Dr. Frances Harper

Dr. Frances Harper

Affiliate

Associate Professor, STEM Education
University of Tennessee, Knoxville

Dr. Harper is a critical community-engaged scholar whose research examines how formal and informal education can promote equity in STEM, particularly in PreK-9 mathematics and early computing education.

Research: Equity-driven STEM education; school-family-community partnerships; children's identity in STEM

Dr. Frances Harper

Affiliate

Frances K. Harper, PhD, is an Associate Professor of STEM Education at the University of Tennessee, Knoxville. Her research focuses on conditions across both formal and informal education that promote educational equity in STEM, particularly in PreK-9 mathematics and early (PreK-2) computing education. As a critical community-engaged scholar, she partners with teachers, students, families, and community members to advance equity-driven STEM education.

Research: Equity-driven STEM education; school-family-community partnerships; children's learning and identity development in STEM

Recognition

News & Awards

March 2025

AIRELab Wins AAAI/ACM SIGAI Innovative AI Education Award

AIRELab's "Critical Thinking with Generative AI" project has been recognized with the prestigious AAAI/ACM SIGAI Innovative AI Education Award. The project, led by Dr. Fatima T. Zahra and collaborators, integrates generative AI into critical pedagogy across multiple learning levels,from middle school through graduate education,in the United States and Bangladesh.

AAAI/ACM SIGAI Award
Get in Touch

Contact AIRELab

Interested in collaboration, joining the lab, or learning more about our work? We'd love to hear from you.

Reach Us

527 Bailey Education Complex
1126 Volunteer Blvd
Knoxville, TN 37996

airelab.online@gmail.com
airelab@utk.edu

Join the Lab

We welcome motivated students, researchers, and practitioners who are passionate about equity, AI, and social change. Graduate students, undergraduates, and visiting scholars are encouraged to reach out.

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