Senior Data Scientist
Joseph Tabalon
Machine learning that holds up beyond the notebook.
I build machine-learning systems from rigorous modeling and evaluation through reliable, secure deployment.
About a senior production-ML role.
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Published Work
LungQuant
CNN-based Deformable Registration Facilitates Fast and Accurate Air Trapping Measurements at Inspiratory and Expiratory CT
Radiology: Artificial Intelligence · 2022
As a co-author, Joseph made substantial coding contributions to the released LungQuant pipeline as part of the research team.
Career Snapshot
VivSoft Technologies
Data Scientist, progressing to Senior Data Scientist
2021 — Present
A progression delivering production machine learning in security-conscious environments across modeling, data systems, and deployment.
San Diego State University
Research Assistant
2020 — 2022
Medical-imaging research contributing to the LungQuant published work.
View the published work
Earlier experience
Air Force Research Laboratory · California Air National Guard
2020 — 2023
Machine-learning research and technical service in mission-focused environments.
Education
M.S. Statistics, 2022 · B.S. Mathematics (Computer Science emphasis), 2020 · San Diego State University
About
I’m most interested in the work between a promising model and a dependable system. I move from problem framing, modeling, and evaluation into the data and deployment decisions that make machine learning useful in production.
I work through constraints early and in the open, partnering with product, engineering, and domain collaborators to understand tradeoffs, reduce surprises, and deliver systems people can trust.