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Travis Knoche
Senior Data Scientist
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Apr 30, 2024
About
Travis Knoche is a data scientist and data science architect, with foundations in R, Python, and Economics. His infrastructure work includes environment blueprinting, installation, maintenance, and migration of data science systems. He also develops modeling and ETL pipelines, as well as R packages and Shiny applications. He holds a Master’s in Data Science from the University of Virginia, and has a broad skillset applicable to ever-evolving modern data science problems.
Posts (3)
Jul 7, 2026 ∙ 5 min
Hardening the Pipeline: Container Security Beyond Zero Trust
Modern security has to verify the software ingredients flowing through the build process
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Jun 1, 2026 ∙ 5 min
Zero Trust's Blind Spot: The Unmanaged Package Manager
How R and Python package installs create software supply chain risk
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Mar 10, 2026 ∙ 5 min
The Container Orchestration Complexity Trap
Finding the balance between simplicity and scale
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