John Lineberger
Clinical Data Scientist
Greenville, South Carolina, United States
Summary
👤
Senior🎓
Top SchoolJohn Lineberger is a Clinical Data Scientist and PhD candidate in Biomedical Data Science and Informatics with eight years of experience turning complex medical data into actionable clinical tools. At Carta Healthcare he designs FHIR-compliant pipelines, builds CDS algorithms, and has applied LLMs to halve registry abstraction time, while mentoring interns and delivering bespoke data science tools for health systems. His research at Clemson and MUSC focuses on medical imaging—automated lung nodule detection, heart valve segmentation, and FAST ultrasound quality assessment—implemented with Python, PyTorch, and Pandas and published in peer-reviewed venues. He combines production-grade data engineering with cutting-edge computer vision research, bridging clinician needs and scalable systems. Based in Greenville, SC, he brings a rare mix of hands-on clinical informatics, applied ML research, and practical experience converting legacy data into interoperable FHIR formats.
8 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Biomedical Data Science and Informatics, Doctor of Philosophy - PhD, Biomedical Data Science and Informatics at Clemson UniversityDoctor of Philosophy - PhD, Biomedical Data Science and Informatics, Doctor of Philosophy - PhD, Biomedical Data Science and Informatics at Medical University of South Carolina
Spanish, English
Github Skills (4)
segmentation5
computer-vision3
deep-learning2
pytorch2
Programming languages (2)
Github contributions (5)
jplineb/Fever-Detector-COVID-Challenge
Jun 2020 - Aug 2020
Contributions:39 commits, 37 pushes, 1 branch in 1 month
jplineb/vicreg_mod
Feb 2023 - Mar 2025
VICReg modified for personal research
Contributions:27 pushes, 1 branch in 2 years 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.