Resume — Justin Stamets

Research Interests

Health and wellness research · Natural language processing · Machine learning · Cognitive science

Experience

Leidos

August 2023 – Present

Full-Stack Software Developer

Created domain adaptation of clinical language models to model health content of service members and presented research at the Military Health System Research Symposium
- https://mhsrs.health.mil/MHSRS/Assets/MHSRS_2026_Published_Abstracts.pdf#page=521
Collaborated with an interdisciplinary team of data scientists, epidemiologists, and health scientists to create machine learning models that predict physical fitness outcomes and presented research at the American College of Sports Medicine conference and the International Congress on Soldiers' Physical Performance
Served as a technical liaison to institutional review boards, maintaining data sharing mechanisms for human-subjects research
Queried large-scale electronic health records and operational data sources for cohorts of up to 2.5 million service members

Capgemini

November 2020 – December 2022

Full-Stack Software Developer

Migrated legacy insurance systems to a modern microservice cloud architecture with Amazon Web Services
Designed and implemented auto-scaling serverless solutions to optimize resource utilization and handle variable traffic loads
Developed responsive frontend applications using React and Vue.js alongside user experience teams to ensure intuitive user interfaces

Infosys

June 2018 – November 2020

Software Developer

Coordinated with international teams deploying solutions for aerospace manufacturing systems across the United States
Documented, analyzed, and resolved software bugs in legacy systems

Indiana University

May 2016 – August 2016

Undergraduate Researcher

Extracted and cleaned large collections of text from the HathiTrust library for the Internet Philosophy Ontology project
- https://www.inphoproject.org/about/#:~:text=Justin%20Stamets%20-%20Undergraduate%20Researcher
Applied unsupervised machine learning algorithms to model topical content of large text resources
Leveraged tools and insights to address research questions, such as the reading and writing practices of Charles Darwin

University of Notre Dame

May 2015 – August 2015

National Science Foundation Researcher

Investigated ethics education in nanotechnology using natural language processing
Collaborated with an interdisciplinary group of researchers and departments to address research questions
Published experiments and results in Science and Engineering Ethics — Dempsey, Stamets & Eggleson, 2017
- https://pubmed.ncbi.nlm.nih.gov/27405936/#:~:text=Stamets%20J

Publications

Dempsey, J., Stamets, J., & Eggleson, K. (2017). Stakeholder views of nanosilver linings: Macroethics education and automated text analysis through participatory governance role play in a workshop format. Science and Engineering Ethics, 23(3), 913–939

Conference Presentations

Stamets, J., Robinson, M., Smith, R., & Macgregor, A. (2026). Continually adapting language models for Sailor clinical notes [Oral presentation]. Abstract MHSRS-26-4239, Military Health System Research Symposium
Stamets, J., Robinson, M., Smith, R., Romine, J., \& Macgregor, A.\ (2026). Longitudinal predictors of cardiovascular physical readiness test failure [Oral presentation]. American College of Sports Medicine Annual Meeting
Robinson, M, Stamets, J., Smith, R., \& Macgregor, A.\ (2026). Sequential models of fitness outcomes in the Navy Physical Readiness Test [co-author]. International Congress on Soldier Physical Performance

Education

Georgia Institute of Technology

2023

Master of Science, Computer Science — specialization in machine learning

Indiana University

2018

Bachelor of Science, Cognitive Science
Bachelor of Arts, Computer Science
Bachelor of Arts, Philosophy

Awards

Jean Derdula Mick Scholarship

May 2017

Best honors thesis in ethical philosophy

https://philosophy.indiana.edu/news-events/news/2017-spring-undergraduate-award-winners.html#:~:text=Justin%20Stamets%2C%20Jean%20Derdula%20Mick%20Scholarship

Biddle Service Award

May 2017

Indiana University Department of Philosophy — awarded jointly

https://philosophy.indiana.edu/news-events/news/2017-spring-undergraduate-award-winners.html#:~:text=Biddle%20Service%20Award

Cognitive Science Outstanding Contribution Award

May 2016

Indiana University

https://cogs.indiana.edu/news-events/awards-recipients/undergraduate-award-recipients.html#title-0-9:~:text=Justin%20Stamets

Academic Service

Indiana University Undergraduate Philosophy Organization

August 2016 – May 2018

President

Volunteered with the IU Philosophy department to host events with well-known philosophers like John Searle
Hosted paper reviews and special lecture sessions on specialized topics like German Idealism and philosophy of mind

Midwest Undergraduate Cognitive Science Conference

August 2015 – May 2016

President

Organized a regional undergraduate science conference
Coordinated with student groups and university departments to raise funding

Indiana University Cognitive Science Organization

August 2014 – May 2015

President

Hosted events with well-known cognitive scientists like Daniel Dennett and Douglas Hofstadter
Led discussion and helped introduce students to novel research

Technical Skills

Causal inference: PyWhy (DoWhy, EconML)causal graphs & structural causal modelstreatment-effect estimation
EEG analysis: MNE-Pythondigital signal processingfilteringartifact rejectionspectral featuresreal-time inference (ONNX)
Data science: PythonpandasNumPyscikit-learnPyTorchSeabornstatistical modeling
Unsupervised learning: clusteringtopic modelingdimensionality reductionrepresentation learning
Cloud & back end: AWS (SageMaker, Lambda)AzurePostgreSQLDjangoNode.jsRESTful APIs