Colin Hansen
Senior AI Scientist at Covera Health
Nashville-Davidson, Tennessee, United States
Summary
👤
Senior🎓
Top SchoolColin Hansen is a Senior AI Scientist with a Ph.D. in Computer Science from Vanderbilt, bringing a decade of experience building production AI pipelines for medical imaging across MRI and X‑ray modalities. At Covera Health he develops and deploys deep learning systems for automated pathology detection and localization used in clinical radiology centers nationwide, working closely with clinicians to improve labeling and model performance. His research background includes diffusion MRI harmonization and generative models, and he has applied deep learning to lung cancer CAD during an internship at Siemens Healthineers. Proficient in Python, PyTorch, AWS, Docker, and Kubernetes, he blends rigorous academic research and peer‑reviewed publications with hands‑on engineering to move models from idea to clinical impact. An uncommon strength is his experience harmonizing multi‑site imaging data, which helps ensure models generalize across diverse clinical settings.
10 years of coding experience
4 years of employment as a software developer
Bachelor of Applied Science (B.A.Sc.), Computer Science, Graduated, Bachelor of Applied Science (B.A.Sc.), Computer Science, Graduated at Buena Vista UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Vanderbilt University
English
Github Skills (14)
diffusion-mri9
deep-learning7
benchmark3
semi-supervised-learning3
supervised-learning3
evaluation3
mri2
machine-learning2
pytorch2
depth-estimation1
python1
shell1
optical-flow1
slice1
Programming languages (4)
Github contributions (5)
hanscol/hanscol.github.io
Oct 2020 - Jul 2021
Contributions:54 pushes, 1 branch in 9 months
hanscol/Null_Space_Classification
Dec 2018 - Feb 2020
Contributions:9 pushes, 1 branch in 1 year 2 months
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