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Thoughts on systems, engineering management, and AI.

July 2025 / 12 min read

tuneR: A Deep Dive into Hyperparameter Optimization with mixOmics

A benchmark-backed look at how tuneR cut median wall time by 60.5% while matching the best observed accuracy on a controlled block-sPLSDA search space.

#R#Statistics#mixOmics#Computational Biology#Open Source

July 2025 / 10 min read

From Microservices to Microbiomes: A Software Architect's Guide to Conquering Omics Data

Applying software engineering principles — portability, data integrity, S4 object-oriented design — to bridge the gap between Bioconductor and mixOmics ecosystems.

#R#Bioconductor#Data Pipelines#Software Architecture#Open Source

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tuneR: A Deep Dive into Hyperparameter Optimization with mixOmics

From Microservices to Microbiomes: A Software Architect's Guide to Conquering Omics Data